CSE/ISE — 1,652 projects
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Thread-Safe Rate Limiter Library (Token Bucket + Sliding Window)
Already built and tested (13 passing tests incl. 200-thread concurrency). You will learn token-bucket and sliding-window algorithms, decorator APIs and thread-safety patterns.…
In-Process Event Bus with Retry, Backoff and Dead-Letter Queue
Already built and tested (11 passing tests). You will learn pub/sub design, exponential backoff, wildcard topics and dead-letter handling used in real microservices.…
Streaming Log Anomaly Detector CLI
Already built and tested (11 passing tests). You will learn streaming log parsing, rolling z-score anomaly detection and command-line tool design.…
Cron Expression Parser and Job Scheduler Engine
Already built and tested (18 passing tests incl. leap-year edge cases). You will learn 5-field cron parsing, next-run computation and scheduler engine design.…
Streaming CSV Schema Validator with Row Quarantine
Already built and tested (12 passing tests). You will learn streaming validation of large files, typed column schemas, quarantine outputs and JSON error reporting.…
Mini Kafka: In-Memory Message Broker with Consumer Groups
Already built, mvn verify green (9 tests). You will learn how Kafka works inside - topics, partitions, consumer groups, offsets and replay - by building a working broker.…
Concurrent LRU/LFU Cache with Eviction Policies and Stats
Already built, mvn verify green (8 tests incl. multi-threaded). You will learn cache eviction policy design, thread safety and hit/miss instrumentation.…
Resilience Library: Circuit Breaker, Retry and Bulkhead
Already built, mvn verify green (8 tests). You will learn fault-tolerance patterns used in production microservices - circuit breaker states, capped backoff retries and semaphore bulkheads.…
Zero-Dependency JSON Parser and Serializer from Scratch
Already built, mvn verify green (9 tests). You will learn recursive-descent parsing, grammar design and robust error handling by writing a complete JSON engine.…
Priority Thread-Pool Executor with Real Futures
Already built, mvn verify green (6 tests). You will learn custom executor design, priority queues with FIFO fairness and Future-based result handling.…
Append-Only Inventory Ledger with Trigger-Maintained Balances
Already built (6 lint-passed SQL files). You will learn ledger-style schema design, balance-maintaining triggers that block tampering, and valuation reporting views.…
Appointment Booking System with Double-Booking Prevention
Already built (6 lint-passed SQL files). You will learn overlap detection with FOR UPDATE locking, BEFORE INSERT triggers and utilisation reporting.…
Billing Engine: Invoices, Tax Rules and Payment Ageing
Already built (5 lint-passed SQL files). You will learn invoice/line-item modelling, tax and discount recalculation procedures, payment allocation and ageing reports.…
Temporal Audit Trail with Point-in-Time Reconstruction
Already built (6 lint-passed SQL files). You will learn history-table design, JSON change snapshots and procedures that rebuild any record as of a past timestamp.…
E-Commerce Cohort, Funnel and RFM Analytics Pack
Already built (5 lint-passed SQL files). You will learn advanced SQL analytics - cohort retention, funnel conversion and RFM customer segmentation with window functions.…
Python Data Pipeline Toolkit (ETL with Validation and Lineage)
Already built as a resume-grade project. You will learn ETL pipeline architecture, schema validation, incremental loads and data-lineage tracking.…
MySQL Analytics Schema: Star Design for Business Reporting
Already built as a resume-grade project. You will learn star-schema design, fact/dimension modelling and analytics query patterns.…
Airflow ETL Orchestration: DAGs, Sensors and Backfills
Already built as a resume-grade project. You will learn production DAG design, sensors, retries, backfill strategy and pipeline monitoring.…
BigQuery Warehouse Analytics: Partitioned ELT at Scale
Already built as a resume-grade project. You will learn partitioned/clustered table design, ELT modelling and cost-aware query optimisation on BigQuery.…
SingleStore Real-Time Analytics: Streaming Ingest + Live Dashboards
Already built as a resume-grade project. You will learn HTAP concepts, streaming ingest pipelines and low-latency analytical queries.…
Supabase Notes API: Auth, Row-Level Security and Realtime
Already built as a resume-grade project. You will learn Postgres row-level security, Supabase auth flows and realtime subscriptions.…
Cloud Run CI/CD: Spring Boot Service with Terraform IaC
Already built, 15 tests passing, CI green. You will learn containerised deployment, infrastructure as code and a full test-build-deploy pipeline on GCP.…
Dataflow Streaming Pipeline with Dead-Letter Handling
Already built, 17 tests passing plus an end-to-end local run. You will learn event-time windowing, validation contracts and dead-letter patterns for streaming data.…
Vertex AI ML Pipeline with Metric-Gated Model Registration
Already built, 11 tests passing and the pipeline compiles locally. You will learn production ML pipelines - ingest, train, evaluate, quality gate and conditional model registration.…
SehatSathi: AI Follow-Up Companion for ASHA Health Workers
Already built (v1.2.0, 49 passing tests, public repo). You will learn health-tech product design, danger-sign triage logic, helpline integration and large-scale multilingual localisation.…
InvoicePilot: Invoicing SaaS with Payments and Webhooks
Already built and live-tested end to end (98 backend tests). You will learn SaaS architecture, payment order/capture flows, signed webhook handling and subscription billing.…
InvoicePilot Pro: Freelancer Invoicing Mobile App
Already built in the apps portfolio. You will learn phone-first invoicing UX, offline data handling and generating professional invoice PDFs on-device.…
BillGuard: Bills and Subscription Manager with Smart Reminders
Already built (core engine 70/70 tests). You will learn recurring-date mathematics - month-end clamping, leap years, reminder planning with quiet hours.…
ExcelPro: Excel Skills Trainer with Auto-Graded Exercises
Already built in the apps portfolio. You will learn formula parsing/evaluation and designing auto-graded practice systems for office skills.…
PDFPilot Pro: On-Device PDF Toolkit
Already built in the apps portfolio. You will learn on-device PDF merge/split/compress pipelines and golden-file correctness testing.…
SolveScope: Full-Page Maths Scanner and Step-by-Step Solver
Already built in the apps portfolio. You will learn page segmentation, problem detection and building a rule-based symbolic solver that shows verified steps.…
AisleVerdict: Food-Label Scanner with Ingredient Red Flags
Already built in the apps portfolio. You will learn label OCR, ingredient risk rule engines and expiry-date intelligence that works without a barcode database.…
PermitPilot: Permit and Licence Renewal Vault
Already built in the apps portfolio on a tested due-date engine. You will learn document-vault design, renewal escalation flows and trade-specific starter packs.…
InspectPilot: Offline Inspection Report Writer
Already built in the apps portfolio. You will learn checklist-driven report design, photo annotation, completeness gates and branded PDF delivery with an offline outbox.…
ChillCheck: Food-Safety (HACCP) Digital Logbook
Already built in the apps portfolio. You will learn compliance logbook design - temperature checks, corrective-action flows and append-only audit records for inspectors.…
InkNote Pro: Handwriting Notes App with Ink Engine
Already built as the portfolio flagship. You will learn low-latency ink rendering, stroke modelling and notebook organisation UX.…
WorksheetKids: Kids Worksheet Generator with Parent Dashboard
Already built in the apps portfolio. You will learn procedural worksheet generation, difficulty progression and parent-facing progress dashboards.…
CoderPrep: Coding Interview Preparation Platform
Already built in the apps portfolio. You will learn question-bank design, spaced practice flows and progress analytics for Java/Python interview prep.…
MathsMaster: Step-by-Step Animated Maths Learning App
Already built in the apps portfolio. You will learn step-animation design for maths concepts and curriculum mapping for Indian school boards.…
Open-Source Contribution Project: Beckn-ONIX Protocol (Registry Fix)
Based on a real merged-track contribution (registry Lookup cache fix, PR open on the public repo). You will learn how open-protocol networks work and how to land a reviewed PR in a large open-source codebase.…
RAG-Based College Assistant: Chat with Your Notes and PDFs
Build a retrieval-augmented assistant over lecture notes and textbooks. You will learn embeddings, vector search, chunking strategy and grounded answer generation.…
Agentic AI Study Planner with Tool-Using LLM Agents
Build a multi-step agent that plans study schedules, calls calendar/quiz tools and revises plans from progress. You will learn agent loops, tool calling and state management.…
LLM Resume Screener with Explainable Match Scoring
Build a screening tool that scores resumes against a job description with reasons for every score. You will learn text embeddings, skill extraction and bias-aware ranking.…
Sign Language to Text and Speech Translator (Real-Time)
Build a webcam system that recognises Indian Sign Language gestures and speaks them aloud. You will learn landmark features, sequence models and real-time inference.…
Driver Drowsiness and Distraction Detection System
Build a camera system that detects yawning, eye closure and phone distraction and raises alerts. You will learn face-landmark analysis and temporal alert logic.…
AI Proctoring System: Face, Gaze and Object Detection for Online Exams
Build an exam-monitoring system that flags multiple faces, gaze drift and banned objects. You will learn multi-signal fusion and event logging for review.…
Plant Leaf Disease Detection with Treatment Advisory
Build a mobile app that identifies crop leaf diseases from photos and suggests treatments. You will learn transfer learning, dataset curation and field-ready deployment.…
Fake News Detection Using NLP and Source Credibility Signals
Build a classifier that separates real from fake news using text and credibility features. You will learn text classification, feature engineering and model evaluation.…
Sentiment Analysis Dashboard for Product Reviews
Build a dashboard that tracks sentiment trends across thousands of reviews. You will learn fine-tuning transformer models and interactive analytics design.…
Handwritten Digit and Text Recognition (OCR) System
Build an OCR pipeline for handwritten forms. You will learn CNN-RNN architectures, CTC loss and post-processing for real-world documents.…
AI Mock Interview Coach with Speech and Answer Feedback
Build a coach that interviews students by voice and scores answers, pace and filler words. You will learn speech-to-text pipelines and rubric-based LLM evaluation.…
Smart Attendance System Using Face Recognition
Build a classroom attendance system that marks students from a group photo. You will learn face embeddings, matching thresholds and anti-spoofing basics.…
Crop Recommendation System from Soil and Weather Data
Build a system that recommends crops from soil NPK, rainfall and season. You will learn classification model selection and API integration for live weather.…
Stock Price Trend Prediction with LSTM and News Sentiment
Build a predictor that combines price history with headline sentiment. You will learn time-series preparation, sequence models and honest backtesting.…
AI-Based Traffic Congestion Prediction and Signal Timing
Build a model that predicts junction congestion and suggests signal timings. You will learn traffic feature engineering and regression model tuning.…
Medical Report Simplifier: Explain Lab Reports in Plain Language
Build a tool that converts lab reports into simple explanations with range flags. You will learn document parsing, safe medical wording and LLM guardrails.…
Voice-Controlled Smart Home Assistant (Offline Commands)
Build a voice assistant that controls lights and appliances without cloud services. You will learn offline speech recognition and MQTT device messaging.…
Image Captioning and Visual Question Answering System
Build a system that describes images and answers questions about them. You will learn vision-language models and evaluation of generated captions.…
Plagiarism Detection System for Assignments and Code
Build a checker that finds copied text and similar code across submissions. You will learn document fingerprinting, similarity metrics and code-token analysis.…
Recommendation Engine for E-Learning Courses
Build a recommender that suggests next courses from learner behaviour. You will learn matrix factorisation, cold-start handling and ranking metrics.…
Chatbot for College Enquiry with Intent Classification
Build an enquiry chatbot for admissions, fees and courses. You will learn intent classification, entity extraction and dialogue flow design.…
Movie Recommendation System (Collaborative Filtering)
Build a recommender from user ratings. You will learn user/item similarity, matrix methods and evaluation with precision/recall.…
Spam SMS and Email Classifier
Build a spam filter with a live demo UI. You will learn text preprocessing, TF-IDF features and classifier comparison.…
House Price Prediction with Feature Engineering
Build a price predictor for Bengaluru housing data. You will learn feature engineering, outlier handling and model interpretation.…
Customer Churn Prediction for Telecom Data
Build a churn model on telecom records. You will learn handling imbalanced data, SMOTE and business-focused evaluation.…
Emotion Detection from Text Messages
Build an emotion classifier for chat text. You will learn fine-tuning small transformer models and confidence calibration.…
Object Detection Demo with YOLO: Safety Gear Compliance
Build a detector that checks helmets and vests in site photos. You will learn dataset annotation, training runs and mAP evaluation.…
Text Summariser for Long Articles (Extractive + Abstractive)
Build a summariser that compares extractive and abstractive outputs. You will learn ROUGE evaluation and summarisation trade-offs.…
Online Examination Portal with Auto Evaluation and Proctor Logs
Build a full exam portal with question banks, timers and auto-grading. You will learn session security, concurrent submission handling and result analytics.…
Hospital Management System with Appointment and Billing Modules
Build OPD, pharmacy and billing workflows for a clinic. You will learn role-based access, transactional billing and report generation.…
E-Commerce Platform with Cart, Payments and Order Tracking
Build a store with catalogue, cart, checkout and seller dashboard. You will learn payment integration, order state machines and inventory control.…
Smart Hostel Management System with Complaint and Mess Modules
Build room allocation, mess billing and complaint tracking for hostels. You will learn multi-role workflow design and audit trails.…
Freelancer Marketplace with Bids, Escrow Flow and Reviews
Build a two-sided marketplace with project posting and bidding. You will learn escrow-style payment flows, dispute states and reputation systems.…
Online Bus Ticket Booking with Seat Layout and Live Availability
Build booking with visual seat maps and hold timers. You will learn concurrent seat locking and real-time availability updates.…
Library Management System with RFID-Style Issue/Return Flow
Build catalogue, issue/return, fines and reservation queues. You will learn circulation workflows and overdue notification jobs.…
Food Delivery App with Restaurant, Rider and Customer Roles
Build a three-sided delivery app with live order tracking. You will learn geolocation flows, order state design and push notifications.…
Alumni Networking Portal with Mentorship Matching
Build alumni profiles, job boards and mentor matching. You will learn matching algorithms and community moderation tooling.…
Event Management and Ticketing Platform for College Fests
Build fest event pages, registrations and QR entry passes. You will learn QR verification flows and capacity management.…
Personal Expense Tracker with Budget Alerts
Build a tracker with categories, budgets and monthly charts. You will learn CRUD design, charting and cloud sync basics.…
Online Quiz Application with Timer and Leaderboard
Build a timed quiz with instant scoring. You will learn state handling, leaderboards and result persistence.…
Blog Platform with Markdown Editor and Comments
Build a blogging engine with drafts and moderation. You will learn ORM modelling, sanitisation and pagination.…
Task Manager with Kanban Board and Team Sharing
Build a drag-and-drop Kanban with shared boards. You will learn real-time state sync and permission models.…
Weather Dashboard with City Search and Alerts
Build a dashboard with forecasts and severe-weather alerts. You will learn third-party API integration and caching.…
URL Shortener with Click Analytics
Build a shortener with per-link analytics. You will learn redirect performance, Redis counters and bot filtering.…
CI/CD Pipeline for Microservices with Docker and Kubernetes
Build an automated pipeline that tests, builds and deploys services to a cluster. You will learn container orchestration, rolling updates and pipeline security.…
Serverless File Processing System on AWS (S3 + Lambda + SQS)
Build an event-driven pipeline that processes uploads without servers. You will learn serverless architecture, IaC and cost-aware design.…
Infrastructure Monitoring Dashboard with Prometheus and Grafana
Build monitoring for services with alerts and SLO panels. You will learn metrics instrumentation, PromQL and alert design.…
Multi-Cloud Disaster Recovery with Automated Failover Demo
Build a two-cloud deployment with health-based failover. You will learn DNS failover, data replication basics and recovery drills.…
Log Centralisation and Search with ELK Stack
Build a central log platform for sample services. You will learn log shipping, parsing pipelines and dashboard queries.…
Auto-Scaling Web Application on AWS with Load Balancer
Build a web tier that scales with traffic. You will learn scaling policies, health checks and load testing.…
Network Intrusion Detection System Using ML on Traffic Flows
Build an IDS that classifies malicious flows from network features. You will learn flow feature extraction and detection evaluation.…
Phishing Website Detector with Browser Extension
Build a detector that scores URLs and page features in the browser. You will learn phishing feature engineering and extension development.…
Secure File Sharing with End-to-End Encryption and Expiry Links
Build a sharing service where the server never sees plaintext. You will learn key management, encrypted blobs and access auditing.…
Vulnerability Scanner for Web Applications (OWASP Top 10 Checks)
Build a scanner that tests your own demo apps for common flaws. You will learn XSS/SQLi detection logic and safe, authorised scanning practice.…
Password Strength Analyser and Breach Checker
Build a tool that scores passwords and checks breach corpora safely. You will learn entropy estimation and k-anonymity lookups.…
Keylogger Detection and Process Behaviour Monitor (Defensive)
Build a defensive monitor that flags suspicious input-hooking behaviour. You will learn process inspection and behaviour-based detection.…
Real-Time Social Media Sentiment Pipeline with Kafka and Spark
Build a streaming pipeline that scores sentiment live. You will learn stream processing, windowing and throughput tuning.…
Data Warehouse for Retail Sales with ETL and BI Dashboard
Build a retail warehouse with scheduled ETL and dashboards. You will learn dimensional modelling and BI storytelling.…
Big Data Analysis of Road Accidents Using Hadoop/Spark
Build an analysis of accident hotspots and causes on large open data. You will learn distributed dataframes and geospatial aggregation.…
YouTube Trending Analytics with API Data Pipeline
Build a pipeline that tracks trending videos and channel growth. You will learn API pagination, incremental loads and dashboarding.…
IPL Cricket Analytics Dashboard (2008-Present Data)
Build player/team analytics from ball-by-ball data. You will learn sports data modelling and interactive visual analysis.…
Bus Passenger Crowding Recommendation Engine using Transfer Learning and Multilingual Support
Create a recommendation engine with multilingual Support that classifies incoming items automatically and routes exceptions to humans. You will learn unit and integration testing, error monitoring and data cleaning with …
Hospital Bed Demand Prediction System using Edge AI
Design and build a prediction system that automates a judgement task that today takes hours of manual effort. You will learn authentication and role-based access, containerisation and API rate limiting.…
Garbage Overflow at Public Bins Recommendation Engine using Support Vector Machines
Create a recommendation engine with anomaly Flags that classifies incoming items automatically and routes exceptions to humans. You will learn cloud deployment, data cleaning with pandas and geospatial queries.…
Ensemble Learning-Based Engine Sound Fault Decision Support System
Create a decision support system with voice Interface that learns patterns from historical data and flags cases that need attention. You will learn responsive UI design, REST API design and performance profiling.…
Bottle Cap Defect Classification System using Explainable AI and Voice Interface
Create a classification system with voice Interface that turns raw records into predictions with clear explanations. You will learn message queues, pipeline orchestration and secure coding practices.…
Worker Safety Gear Compliance Prediction Platform with Multilingual Support
Build a prediction platform that predicts outcomes early enough for staff to act on them. You will learn search indexing, performance profiling and CI/CD pipelines.…
Water Pipeline Leakage from Pressure Data Classification System with Mobile Inference
Build a classification system that predicts outcomes early enough for staff to act on them. You will learn hyperparameter tuning, WebSocket programming and database schema modelling.…
Crop Leaf Disease from Field Photos Estimation System using Transformer Models and Explainable Outputs
Create an estimation system with explainable Outputs that predicts outcomes early enough for staff to act on them. You will learn data cleaning with pandas, search indexing and feature engineering.…
Food Packet Seal Defect Estimation System with Mobile Inference
Create an estimation system with mobile Inference that automates a judgement task that today takes hours of manual effort. You will learn API rate limiting, search indexing and state management in web apps.…
Lip Reading for Silent Speech Assessment Platform using Reinforcement Learning and Model Retraining Pipeline
Build an assessment platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn error monitoring, CI/CD pipelines and data visualisation.…
AI-Powered Water Pipeline Leakage from Pressure Data Assessment Platform
Design and build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn pipeline orchestration, geospatial queries and cloud deployment.…
Parking Occupancy from CCTV Grading System with Model Retraining Pipeline
Create a grading system with model Retraining Pipeline that scores and ranks cases so experts review the riskiest ones first. You will learn database schema modelling, state management in web apps and search indexing.…
Gradient Boosting-Based Student Attendance from Class Photos Recommendation Engine
Build a recommendation engine that classifies incoming items automatically and routes exceptions to humans. You will learn database schema modelling, model evaluation metrics and cloud deployment.…
Construction Progress from Site Photos Decision Support System with Model Retraining Pipeline
Build a decision support system that turns raw records into predictions with clear explanations. You will learn hyperparameter tuning, pipeline orchestration and authentication and role-based access.…
AI-Powered Elephant Movement Near Rail Tracks Prioritisation Engine
Design and build a prioritisation engine that automates a judgement task that today takes hours of manual effort. You will learn search indexing, hyperparameter tuning and background job scheduling.…
Lecture Video Chaptering Chat Assistant with Anomaly Flags
Design and build a chat assistant that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, message queues and WebSocket programming.…
AI-Powered Movie Box Office from Trailer Buzz Screening Tool
Build a screening tool that gives decision-makers a data-backed recommendation at the right moment. You will learn cloud deployment, responsive UI design and file storage design.…
Sign Language Gesture Recommendation Engine using Ensemble Learning and Dashboard Visualisation
Build a recommendation engine that learns patterns from historical data and flags cases that need attention. You will learn caching strategies, error monitoring and cloud deployment.…
Spam Call Pattern Classification System using Computer Vision and Report Generation
Create a classification system with report Generation that detects abnormal patterns and raises alerts with supporting evidence. You will learn containerisation, database schema modelling and pipeline orchestration.…
Bus Passenger Crowding Forecasting System with Report Generation
Create a forecasting system with report Generation that scores and ranks cases so experts review the riskiest ones first. You will learn feature engineering, hyperparameter tuning and geospatial queries.…
Crop Leaf Disease from Field Photos Scoring System with Confidence Scores
Build a scoring system that automates a judgement task that today takes hours of manual effort. You will learn model evaluation metrics, secure coding practices and unit and integration testing.…
Wind Turbine Blade Damage Chat Assistant with Confidence Scores
Build a chat assistant that learns patterns from historical data and flags cases that need attention. You will learn data visualisation, cloud deployment and geospatial queries.…
Graph Neural Networks-Based Classroom Attention from Video Forecasting System
Create a forecasting system with model Retraining Pipeline that gives decision-makers a data-backed recommendation at the right moment. You will learn REST API design, secure coding practices and responsive UI design.…
Used Car Price Prioritisation Engine using Neural Networks
Build a prioritisation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn file storage design, secure coding practices and database schema modelling.…
Random Forests-Based Bottle Cap Defect Recommendation Engine
Design and build a recommendation engine that automates a judgement task that today takes hours of manual effort. You will learn containerisation, state management in web apps and cloud deployment.…
AI-Powered Traffic Signal Violation Grading System
Build a grading system that automates a judgement task that today takes hours of manual effort. You will learn caching strategies, pipeline orchestration and error monitoring.…
Chess Move Quality Grading System with Dashboard Visualisation
Build a grading system that learns patterns from historical data and flags cases that need attention. You will learn file storage design, background job scheduling and responsive UI design.…
Support Vector Machines-Based Hospital Bed Demand Detection System
Build a detection system that classifies incoming items automatically and routes exceptions to humans. You will learn model evaluation metrics, message queues and background job scheduling.…
Fake Job Posting Detection System with Voice Interface
Build a detection system that predicts outcomes early enough for staff to act on them. You will learn search indexing, responsive UI design and data cleaning with pandas.…
Elephant Movement Near Rail Tracks Screening Tool using Random Forests and Real-Time Alerts
Create a screening tool with real-time Alerts that learns patterns from historical data and flags cases that need attention. You will learn error monitoring, hyperparameter tuning and message queues.…
Street Light Outage from Night Images Prioritisation Engine using Reinforcement Learning
Design and build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn data cleaning with pandas, containerisation and authentication and role-based access.…
Steel Surface Defect Prediction System using Reinforcement Learning and Explainable Outputs
Build a prediction system that predicts outcomes early enough for staff to act on them. You will learn message queues, model evaluation metrics and responsive UI design.…
Computer Vision-Based River Water Turbidity from Drone Images Prioritisation Engine
Design and build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn state management in web apps, containerisation and error monitoring.…
Cricket Match Win Probability Classification System with Anomaly Flags
Design and build a classification system that automates a judgement task that today takes hours of manual effort. You will learn state management in web apps, file storage design and responsive UI design.…
Music Mood from Audio Features Recognition System using Edge AI and Multilingual Support
Design and build a recognition system that classifies incoming items automatically and routes exceptions to humans. You will learn background job scheduling, cloud deployment and data cleaning with pandas.…
AI-Powered Pharmacy Stock-Out Grading System
Design and build a grading system that detects abnormal patterns and raises alerts with supporting evidence. You will learn caching strategies, database schema modelling and pipeline orchestration.…
Street Light Outage from Night Images Chat Assistant with Edge Deployment
Build a chat assistant that learns patterns from historical data and flags cases that need attention. You will learn database schema modelling, feature engineering and data visualisation.…
PCB Solder Defect Alert System with Report Generation
Build an alert system that classifies incoming items automatically and routes exceptions to humans. You will learn message queues, cloud deployment and unit and integration testing.…
Computer Vision-Based Garbage Overflow at Public Bins Prioritisation Engine
Design and build a prioritisation engine that scores and ranks cases so experts review the riskiest ones first. You will learn unit and integration testing, hyperparameter tuning and WebSocket programming.…
AI-Powered Forest Fire Smoke from Watchtower Cameras Forecasting System
Create a forecasting system with mobile Inference that learns patterns from historical data and flags cases that need attention. You will learn secure coding practices, cloud deployment and unit and integration testing.…
Warehouse Pallet Counting Estimation System with Multilingual Support
Design and build an estimation system that detects abnormal patterns and raises alerts with supporting evidence. You will learn database schema modelling, CI/CD pipelines and authentication and role-based access.…
Electricity Theft from Meter Readings Assessment Platform using Graph Neural Networks and Dashboard Visualisation
Create an assessment platform with dashboard Visualisation that gives decision-makers a data-backed recommendation at the right moment. You will learn unit and integration testing, state management in web apps and geospa…
AI-Powered Fake Job Posting Classification System
Build a classification system that automates a judgement task that today takes hours of manual effort. You will learn unit and integration testing, message queues and model evaluation metrics.…
Chess Move Quality Grading Monitoring System with Real-Time Alerts
Create a monitoring system with real-time Alerts that gives decision-makers a data-backed recommendation at the right moment. You will learn state management in web apps, error monitoring and geospatial queries.…
Food Packet Seal Defect Alert System with Batch Scoring
Create an alert system with batch Scoring that scores and ranks cases so experts review the riskiest ones first. You will learn error monitoring, geospatial queries and file storage design.…
Gradient Boosting-Based Answer Sheet Handwriting Search Engine
Build a search engine that gives decision-makers a data-backed recommendation at the right moment. You will learn secure coding practices, pipeline orchestration and containerisation.…
Noise Pollution Hotspots Monitoring System using Computer Vision
Build a monitoring system that automates a judgement task that today takes hours of manual effort. You will learn secure coding practices, performance profiling and error monitoring.…
Garbage Overflow at Public Bins Forecasting System using Graph Neural Networks and Anomaly Flags
Build a forecasting system that gives decision-makers a data-backed recommendation at the right moment. You will learn state management in web apps, CI/CD pipelines and unit and integration testing.…
Time-Series Modelling-Based Sign Language Gesture Detection System
Design and build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn pipeline orchestration, geospatial queries and caching strategies.…
Retail Shelf Stock-Out Prediction Platform using Neural Networks and Anomaly Flags
Create a prediction platform with anomaly Flags that turns raw records into predictions with clear explanations. You will learn error monitoring, responsive UI design and data cleaning with pandas.…
Street Light Outage from Night Images Prediction Platform with Drift Monitoring
Design and build a prediction platform that turns raw records into predictions with clear explanations. You will learn data visualisation, REST API design and caching strategies.…
Fish Pond Water Quality Risk Estimation System using Computer Vision
Create an estimation system with risk Stratification that detects abnormal patterns and raises alerts with supporting evidence. You will learn background job scheduling, caching strategies and hyperparameter tuning.…
Chess Move Quality Grading Forecasting System using Machine Learning and Multilingual Support
Build a forecasting system that detects abnormal patterns and raises alerts with supporting evidence. You will learn database schema modelling, feature engineering and hyperparameter tuning.…
AI-Powered Classroom Attention from Video Alert System
Build an alert system that scores and ranks cases so experts review the riskiest ones first. You will learn data cleaning with pandas, cloud deployment and responsive UI design.…
Movie Box Office from Trailer Buzz Prediction System with Drift Monitoring
Build a prediction system that detects abnormal patterns and raises alerts with supporting evidence. You will learn data visualisation, CI/CD pipelines and performance profiling.…
Lip Reading for Silent Speech Screening Tool with Mobile Inference
Create a screening tool with mobile Inference that detects abnormal patterns and raises alerts with supporting evidence. You will learn secure coding practices, data cleaning with pandas and CI/CD pipelines.…
AI-Powered Bird Call Species Identification Forecasting System
Create a forecasting system with real-time Alerts that gives decision-makers a data-backed recommendation at the right moment. You will learn responsive UI design, database schema modelling and containerisation.…
AI-Powered PCB Solder Defect Prediction Platform
Create a prediction platform with edge Deployment that detects abnormal patterns and raises alerts with supporting evidence. You will learn secure coding practices, responsive UI design and data cleaning with pandas.…
Neural Networks-Based Helmet Use at Construction Gates Assessment Platform
Build an assessment platform that automates a judgement task that today takes hours of manual effort. You will learn API rate limiting, error monitoring and authentication and role-based access.…
Random Forests-Based E-Commerce Return Fraud Alert System
Create an alert system with anomaly Flags that scores and ranks cases so experts review the riskiest ones first. You will learn database schema modelling, state management in web apps and feature engineering.…
Electricity Theft from Meter Readings Chat Assistant using Random Forests and Risk Stratification
Design and build a chat assistant that automates a judgement task that today takes hours of manual effort. You will learn feature engineering, state management in web apps and caching strategies.…
Spam Call Pattern Recognition System using Transformer Models
Design and build a recognition system that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, performance profiling and error monitoring.…
Random Forests-Based Elevator Wait Time Detection System
Create a detection system with anomaly Flags that detects abnormal patterns and raises alerts with supporting evidence. You will learn pipeline orchestration, error monitoring and unit and integration testing.…
Machine Learning-Based Cricket Match Win Probability Recommendation Engine
Create a recommendation engine with multilingual Support that classifies incoming items automatically and routes exceptions to humans. You will learn data cleaning with pandas, geospatial queries and WebSocket programmin…
Garbage Overflow at Public Bins Classification System using Computer Vision and Anomaly Flags
Design and build a classification system that turns raw records into predictions with clear explanations. You will learn cloud deployment, API rate limiting and error monitoring.…
AI-Powered Hospital Bed Demand Monitoring System
Design and build a monitoring system that scores and ranks cases so experts review the riskiest ones first. You will learn database schema modelling, secure coding practices and message queues.…
River Water Turbidity from Drone Images Decision Support System with Anomaly Flags
Create a decision support system with anomaly Flags that scores and ranks cases so experts review the riskiest ones first. You will learn message queues, authentication and role-based access and model evaluation metrics.…
Forest Fire Smoke from Watchtower Cameras Scoring System with Edge Deployment
Create a scoring system with edge Deployment that predicts outcomes early enough for staff to act on them. You will learn WebSocket programming, background job scheduling and performance profiling.…
Edge AI-Based Food Delivery Time Monitoring System
Design and build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn responsive UI design, secure coding practices and containerisation.…
Chess Move Quality Grading Classification System using Random Forests
Build a classification system that gives decision-makers a data-backed recommendation at the right moment. You will learn performance profiling, model evaluation metrics and unit and integration testing.…
Chess Move Quality Grading Estimation System using Explainable AI
Build an estimation system that turns raw records into predictions with clear explanations. You will learn error monitoring, performance profiling and pipeline orchestration.…
Hospital Bed Demand Chat Assistant with Voice Interface
Design and build a chat assistant that learns patterns from historical data and flags cases that need attention. You will learn feature engineering, error monitoring and WebSocket programming.…
Reinforcement Learning-Based Hospital Bed Demand Prediction Platform
Build a prediction platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn performance profiling, authentication and role-based access and caching strategies.…
AI-Powered Loan Default from Transaction Behaviour Prediction System
Create a prediction system with real-time Alerts that classifies incoming items automatically and routes exceptions to humans. You will learn hyperparameter tuning, database schema modelling and REST API design.…
Neural Networks-Based Textile Fabric Defect Classification System
Create a classification system with risk Stratification that predicts outcomes early enough for staff to act on them. You will learn background job scheduling, state management in web apps and data cleaning with pandas.…
Construction Progress from Site Photos Prediction System with Real-Time Alerts
Design and build a prediction system that scores and ranks cases so experts review the riskiest ones first. You will learn authentication and role-based access, responsive UI design and unit and integration testing.…
River Water Turbidity from Drone Images Assessment Platform with Dashboard Visualisation
Design and build an assessment platform that predicts outcomes early enough for staff to act on them. You will learn authentication and role-based access, pipeline orchestration and background job scheduling.…
Transfer Learning-Based Lecture Video Chaptering Search Engine
Build a search engine that automates a judgement task that today takes hours of manual effort. You will learn message queues, responsive UI design and authentication and role-based access.…
Spam Call Pattern Estimation System with Dashboard Visualisation
Create an estimation system with dashboard Visualisation that detects abnormal patterns and raises alerts with supporting evidence. You will learn data cleaning with pandas, caching strategies and responsive UI design.…
Customer Support Ticket Priority Scoring System using Random Forests
Create a scoring system with human-in-the-loop Review that learns patterns from historical data and flags cases that need attention. You will learn database schema modelling, containerisation and cloud deployment.…
Random Forests-Based Electricity Theft from Meter Readings Prediction Platform
Build a prediction platform that classifies incoming items automatically and routes exceptions to humans. You will learn database schema modelling, state management in web apps and responsive UI design.…
Student Attendance from Class Photos Detection System with Human-in-the-Loop Review
Create a detection system with human-in-the-loop Review that detects abnormal patterns and raises alerts with supporting evidence. You will learn background job scheduling, authentication and role-based access and cloud …
Edge AI-Based Chess Move Quality Grading Classification System
Design and build a classification system that detects abnormal patterns and raises alerts with supporting evidence. You will learn search indexing, API rate limiting and feature engineering.…
Water Pipeline Leakage from Pressure Data Detection System with Model Retraining Pipeline
Design and build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn feature engineering, data visualisation and model evaluation metrics.…
River Water Turbidity from Drone Images Scoring System with Report Generation
Build a scoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn geospatial queries, performance profiling and search indexing.…
Random Forests-Based Exam Paper Leak Rumour on Social Media Decision Support System
Build a decision support system that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, pipeline orchestration and file storage design.…
Forest Fire Smoke from Watchtower Cameras Decision Support System using Explainable AI
Create a decision support system with confidence Scores that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, state management in web apps and REST API design.…
Bridge Crack from Inspection Photos Scoring System using Computer Vision
Create a scoring system with mobile Inference that predicts outcomes early enough for staff to act on them. You will learn feature engineering, pipeline orchestration and state management in web apps.…
Food Delivery Time Classification System with Dashboard Visualisation
Create a classification system with dashboard Visualisation that detects abnormal patterns and raises alerts with supporting evidence. You will learn WebSocket programming, REST API design and secure coding practices.…
Resume Screening for Campus Drives Screening Tool using Ensemble Learning and Real-Time Alerts
Create a screening tool with real-time Alerts that scores and ranks cases so experts review the riskiest ones first. You will learn CI/CD pipelines, message queues and model evaluation metrics.…
House Rent in Tier-2 Cities Search Engine with Model Retraining Pipeline
Build a search engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn performance profiling, error monitoring and authentication and role-based access.…
Product Review Helpfulness Grading System using Machine Learning and Multilingual Support
Build a grading system that predicts outcomes early enough for staff to act on them. You will learn data visualisation, model evaluation metrics and background job scheduling.…
Time-Series Modelling-Based Podcast Episode Summarisation Alert System
Create an alert system with dashboard Visualisation that turns raw records into predictions with clear explanations. You will learn responsive UI design, REST API design and state management in web apps.…
Exam Paper Leak Rumour on Social Media Classification System using Time-Series Modelling
Design and build a classification system that gives decision-makers a data-backed recommendation at the right moment. You will learn caching strategies, search indexing and data visualisation.…
Ensemble Learning-Based Electricity Theft from Meter Readings Decision Support System
Create a decision support system with anomaly Flags that detects abnormal patterns and raises alerts with supporting evidence. You will learn feature engineering, WebSocket programming and REST API design.…
Engine Sound Fault Alert System with Confidence Scores
Design and build an alert system that classifies incoming items automatically and routes exceptions to humans. You will learn containerisation, geospatial queries and error monitoring.…
Construction Progress from Site Photos Alert System using Neural Networks and Voice Interface
Create an alert system with voice Interface that classifies incoming items automatically and routes exceptions to humans. You will learn message queues, secure coding practices and model evaluation metrics.…
Flood Water Level from River Cameras Prediction System using Natural Language Processing and Model Retraining Pipeline
Design and build a prediction system that classifies incoming items automatically and routes exceptions to humans. You will learn secure coding practices, model evaluation metrics and authentication and role-based access…
Fake Job Posting Prioritisation Engine with Report Generation
Design and build a prioritisation engine that automates a judgement task that today takes hours of manual effort. You will learn cloud deployment, data cleaning with pandas and REST API design.…
Machine Learning-Based Food Packet Seal Defect Decision Support System
Design and build a decision support system that turns raw records into predictions with clear explanations. You will learn performance profiling, search indexing and API rate limiting.…
Classroom Attention from Video Detection System with Batch Scoring
Create a detection system with batch Scoring that gives decision-makers a data-backed recommendation at the right moment. You will learn API rate limiting, data cleaning with pandas and caching strategies.…
Construction Progress from Site Photos Scoring System with Risk Stratification
Design and build a scoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn database schema modelling, performance profiling and responsive UI design.…
AI-Powered Product Review Helpfulness Recognition System
Create a recognition system with model Retraining Pipeline that learns patterns from historical data and flags cases that need attention. You will learn data cleaning with pandas, responsive UI design and database schema…
AI-Powered Lip Reading for Silent Speech Scoring System
Build a scoring system that automates a judgement task that today takes hours of manual effort. You will learn data visualisation, message queues and caching strategies.…
Railway Track Defect from Inspection Video Screening Tool with Explainable Outputs
Create a screening tool with explainable Outputs that gives decision-makers a data-backed recommendation at the right moment. You will learn message queues, authentication and role-based access and background job schedul…
Flood Water Level from River Cameras Prioritisation Engine with Confidence Scores
Build a prioritisation engine that turns raw records into predictions with clear explanations. You will learn message queues, API rate limiting and cloud deployment.…
Music Mood from Audio Features Recognition System using Reinforcement Learning and Confidence Scores
Build a recognition system that turns raw records into predictions with clear explanations. You will learn search indexing, caching strategies and secure coding practices.…
Machine Learning-Based Solar Panel Soiling from Drone Images Monitoring System
Design and build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn background job scheduling, state management in web apps and hyperparameter tuning.…
Podcast Episode Summarisation Recognition System with Human-in-the-Loop Review
Create a recognition system with human-in-the-loop Review that learns patterns from historical data and flags cases that need attention. You will learn pipeline orchestration, data cleaning with pandas and authentication…
Cricket Match Win Probability Screening Tool using Random Forests
Design and build a screening tool that scores and ranks cases so experts review the riskiest ones first. You will learn geospatial queries, background job scheduling and REST API design.…
Street Light Outage from Night Images Recognition System using Deep Learning
Create a recognition system with multilingual Support that detects abnormal patterns and raises alerts with supporting evidence. You will learn hyperparameter tuning, data cleaning with pandas and unit and integration te…
AI-Powered Steel Surface Defect Grading System
Build a grading system that detects abnormal patterns and raises alerts with supporting evidence. You will learn model evaluation metrics, cloud deployment and responsive UI design.…
Customer Support Ticket Priority Estimation System using Transfer Learning and Report Generation
Design and build an estimation system that turns raw records into predictions with clear explanations. You will learn data visualisation, cloud deployment and authentication and role-based access.…
Classroom Attention from Video Recommendation Engine with Risk Stratification
Build a recommendation engine that automates a judgement task that today takes hours of manual effort. You will learn message queues, data visualisation and unit and integration testing.…
Movie Box Office from Trailer Buzz Prediction Platform using Natural Language Processing and Batch Scoring
Build a prediction platform that automates a judgement task that today takes hours of manual effort. You will learn secure coding practices, CI/CD pipelines and REST API design.…
AI-Powered Customer Support Ticket Priority Grading System
Build a grading system that turns raw records into predictions with clear explanations. You will learn database schema modelling, unit and integration testing and cloud deployment.…
Poultry Farm Mortality Early Warning Monitoring System with Report Generation
Build a monitoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn geospatial queries, authentication and role-based access and search indexing.…
AI-Powered Wind Turbine Blade Damage Estimation System
Build an estimation system that turns raw records into predictions with clear explanations. You will learn REST API design, responsive UI design and containerisation.…
Bird Call Species Identification Search Engine using Neural Networks and Drift Monitoring
Build a search engine that classifies incoming items automatically and routes exceptions to humans. You will learn error monitoring, unit and integration testing and API rate limiting.…
Railway Track Defect from Inspection Video Recognition System using Gradient Boosting and Confidence Scores
Build a recognition system that learns patterns from historical data and flags cases that need attention. You will learn secure coding practices, API rate limiting and geospatial queries.…
AI-Powered Lecture Video Chaptering Alert System
Create an alert system with confidence Scores that learns patterns from historical data and flags cases that need attention. You will learn hyperparameter tuning, feature engineering and pipeline orchestration.…
Edge AI-Based Pharmacy Stock-Out Monitoring System
Create a monitoring system with real-time Alerts that scores and ranks cases so experts review the riskiest ones first. You will learn data cleaning with pandas, background job scheduling and containerisation.…
Railway Track Defect from Inspection Video Grading System using Ensemble Learning
Design and build a grading system that predicts outcomes early enough for staff to act on them. You will learn secure coding practices, unit and integration testing and database schema modelling.…
Music Mood from Audio Features Assessment Platform with Explainable Outputs
Build an assessment platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn containerisation, hyperparameter tuning and pipeline orchestration.…
Air Quality from Traffic and Weather Monitoring System with Explainable Outputs
Create a monitoring system with explainable Outputs that detects abnormal patterns and raises alerts with supporting evidence. You will learn feature engineering, performance profiling and data cleaning with pandas.…
Cricket Match Win Probability Grading System with Risk Stratification
Create a grading system with risk Stratification that scores and ranks cases so experts review the riskiest ones first. You will learn unit and integration testing, caching strategies and message queues.…
Bird Call Species Identification Decision Support System using Edge AI and Dashboard Visualisation
Create a decision support system with dashboard Visualisation that automates a judgement task that today takes hours of manual effort. You will learn pipeline orchestration, feature engineering and cloud deployment.…
Ensemble Learning-Based Pharmacy Stock-Out Recommendation Engine
Design and build a recommendation engine that scores and ranks cases so experts review the riskiest ones first. You will learn data visualisation, unit and integration testing and pipeline orchestration.…
PCB Solder Defect Estimation System using Edge AI
Create an estimation system with edge Deployment that learns patterns from historical data and flags cases that need attention. You will learn containerisation, background job scheduling and authentication and role-based…
Forest Fire Smoke from Watchtower Cameras Recognition System with Drift Monitoring
Create a recognition system with drift Monitoring that learns patterns from historical data and flags cases that need attention. You will learn database schema modelling, containerisation and background job scheduling.…
Ensemble Learning-Based Elevator Wait Time Alert System
Design and build an alert system that automates a judgement task that today takes hours of manual effort. You will learn performance profiling, containerisation and database schema modelling.…
Worker Safety Gear Compliance Decision Support System with Report Generation
Build a decision support system that detects abnormal patterns and raises alerts with supporting evidence. You will learn background job scheduling, REST API design and error monitoring.…
Spam Call Pattern Detection System with Edge Deployment
Create a detection system with edge Deployment that gives decision-makers a data-backed recommendation at the right moment. You will learn authentication and role-based access, message queues and data visualisation.…
Reinforcement Learning-Based Spam Call Pattern Prediction System
Build a prediction system that scores and ranks cases so experts review the riskiest ones first. You will learn cloud deployment, caching strategies and message queues.…
Lecture Video Chaptering Scoring System with Dashboard Visualisation
Build a scoring system that predicts outcomes early enough for staff to act on them. You will learn CI/CD pipelines, model evaluation metrics and secure coding practices.…
AI-Powered Railway Track Defect from Inspection Video Monitoring System
Build a monitoring system that learns patterns from historical data and flags cases that need attention. You will learn model evaluation metrics, unit and integration testing and background job scheduling.…
Warehouse Pallet Counting Assessment Platform using Deep Learning
Build an assessment platform that turns raw records into predictions with clear explanations. You will learn unit and integration testing, performance profiling and database schema modelling.…
AI-Powered Construction Progress from Site Photos Forecasting System
Build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn REST API design, database schema modelling and authentication and role-based access.…
Pharmacy Stock-Out Scoring System with Edge Deployment
Design and build a scoring system that learns patterns from historical data and flags cases that need attention. You will learn WebSocket programming, secure coding practices and database schema modelling.…
Queue Length at Billing Counters Prediction System with Batch Scoring
Create a prediction system with batch Scoring that classifies incoming items automatically and routes exceptions to humans. You will learn REST API design, hyperparameter tuning and data visualisation.…
Bridge Crack from Inspection Photos Prediction System using Edge AI
Create a prediction system with confidence Scores that predicts outcomes early enough for staff to act on them. You will learn caching strategies, state management in web apps and background job scheduling.…
Bird Call Species Identification Assessment Platform with Multilingual Support
Create an assessment platform with multilingual Support that detects abnormal patterns and raises alerts with supporting evidence. You will learn search indexing, WebSocket programming and message queues.…
Transfer Learning-Based Podcast Episode Summarisation Forecasting System
Create a forecasting system with drift Monitoring that classifies incoming items automatically and routes exceptions to humans. You will learn CI/CD pipelines, message queues and error monitoring.…
Hospital Bed Demand Screening Tool with Drift Monitoring
Build a screening tool that scores and ranks cases so experts review the riskiest ones first. You will learn WebSocket programming, state management in web apps and data cleaning with pandas.…
Road Pothole Severity from Dashcam Frames Prioritisation Engine with Batch Scoring
Design and build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn responsive UI design, performance profiling and secure coding practices.…
Graph Neural Networks-Based Flood Water Level from River Cameras Alert System
Design and build an alert system that classifies incoming items automatically and routes exceptions to humans. You will learn REST API design, WebSocket programming and feature engineering.…
Graph Neural Networks-Based Podcast Episode Summarisation Chat Assistant
Create a chat assistant with voice Interface that scores and ranks cases so experts review the riskiest ones first. You will learn background job scheduling, unit and integration testing and containerisation.…
Pharmacy Stock-Out Recommendation Engine with Multilingual Support
Build a recommendation engine that classifies incoming items automatically and routes exceptions to humans. You will learn search indexing, unit and integration testing and database schema modelling.…
AI-Powered Engine Sound Fault Prediction System
Create a prediction system with multilingual Support that detects abnormal patterns and raises alerts with supporting evidence. You will learn caching strategies, feature engineering and CI/CD pipelines.…
AI-Powered Electricity Theft from Meter Readings Prioritisation Engine
Build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn cloud deployment, geospatial queries and unit and integration testing.…
Warehouse Pallet Counting Recognition System with Explainable Outputs
Create a recognition system with explainable Outputs that learns patterns from historical data and flags cases that need attention. You will learn caching strategies, file storage design and data visualisation.…
Water Pipeline Leakage from Pressure Data Prediction System with Edge Deployment
Design and build a prediction system that scores and ranks cases so experts review the riskiest ones first. You will learn containerisation, database schema modelling and geospatial queries.…
Noise Pollution Hotspots Prioritisation Engine using Edge AI
Design and build a prioritisation engine that scores and ranks cases so experts review the riskiest ones first. You will learn database schema modelling, geospatial queries and cloud deployment.…
Resume Screening for Campus Drives Chat Assistant using Gradient Boosting
Design and build a chat assistant that detects abnormal patterns and raises alerts with supporting evidence. You will learn feature engineering, unit and integration testing and error monitoring.…
Machine Learning-Based Food Delivery Time Detection System
Design and build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn pipeline orchestration, message queues and hyperparameter tuning.…
Football Player Injury Risk Prioritisation Engine with Voice Interface
Design and build a prioritisation engine that automates a judgement task that today takes hours of manual effort. You will learn secure coding practices, REST API design and caching strategies.…
Food Delivery Time Monitoring System using Support Vector Machines and Batch Scoring
Build a monitoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn responsive UI design, feature engineering and background job scheduling.…
Pharmacy Stock-Out Alert System with Model Retraining Pipeline
Create an alert system with model Retraining Pipeline that detects abnormal patterns and raises alerts with supporting evidence. You will learn search indexing, model evaluation metrics and background job scheduling.…
Flood Water Level from River Cameras Monitoring System using Gradient Boosting
Create a monitoring system with dashboard Visualisation that classifies incoming items automatically and routes exceptions to humans. You will learn error monitoring, WebSocket programming and model evaluation metrics.…
Bottle Cap Defect Assessment Platform with Explainable Outputs
Design and build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn file storage design, secure coding practices and database schema modelling.…
Time-Series Modelling-Based Bottle Cap Defect Scoring System
Design and build a scoring system that learns patterns from historical data and flags cases that need attention. You will learn geospatial queries, data visualisation and pipeline orchestration.…
Crop Leaf Disease from Field Photos Estimation System with Drift Monitoring
Design and build an estimation system that classifies incoming items automatically and routes exceptions to humans. You will learn WebSocket programming, background job scheduling and search indexing.…
Cricket Match Win Probability Forecasting System with Explainable Outputs
Create a forecasting system with explainable Outputs that gives decision-makers a data-backed recommendation at the right moment. You will learn state management in web apps, background job scheduling and REST API design…
Railway Track Defect from Inspection Video Scoring System using Support Vector Machines
Build a scoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn database schema modelling, message queues and API rate limiting.…
AI-Powered Flood Water Level from River Cameras Detection System
Create a detection system with explainable Outputs that gives decision-makers a data-backed recommendation at the right moment. You will learn pipeline orchestration, feature engineering and API rate limiting.…
Crop Leaf Disease from Field Photos Monitoring System using Graph Neural Networks
Build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, unit and integration testing and data cleaning with pandas.…
Pharmacy Stock-Out Decision Support System using Deep Learning
Build a decision support system that turns raw records into predictions with clear explanations. You will learn performance profiling, REST API design and database schema modelling.…
Lecture Video Chaptering Scoring System using Reinforcement Learning
Design and build a scoring system that predicts outcomes early enough for staff to act on them. You will learn geospatial queries, responsive UI design and pipeline orchestration.…
Reinforcement Learning-Based Elephant Movement Near Rail Tracks Scoring System
Create a scoring system with report Generation that classifies incoming items automatically and routes exceptions to humans. You will learn secure coding practices, data visualisation and containerisation.…
Ride-Hailing Surge Zone Alert System using Edge AI
Design and build an alert system that learns patterns from historical data and flags cases that need attention. You will learn REST API design, geospatial queries and search indexing.…
Deep Learning-Based Helmet Use at Construction Gates Grading System
Create a grading system with anomaly Flags that gives decision-makers a data-backed recommendation at the right moment. You will learn background job scheduling, file storage design and containerisation.…
Explainable AI-Based Steel Surface Defect Prediction System
Build a prediction system that turns raw records into predictions with clear explanations. You will learn responsive UI design, data visualisation and model evaluation metrics.…
Construction Progress from Site Photos Monitoring System with Confidence Scores
Build a monitoring system that scores and ranks cases so experts review the riskiest ones first. You will learn authentication and role-based access, caching strategies and database schema modelling.…
Lip Reading for Silent Speech Classification System using Deep Learning and Drift Monitoring
Design and build a classification system that detects abnormal patterns and raises alerts with supporting evidence. You will learn geospatial queries, hyperparameter tuning and WebSocket programming.…
Ensemble Learning-Based Noise Pollution Hotspots Screening Tool
Build a screening tool that learns patterns from historical data and flags cases that need attention. You will learn caching strategies, feature engineering and pipeline orchestration.…
Natural Language Processing-Based Engine Sound Fault Decision Support System
Build a decision support system that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, unit and integration testing and message queues.…
Resume Screening for Campus Drives Search Engine with Mobile Inference
Create a search engine with mobile Inference that detects abnormal patterns and raises alerts with supporting evidence. You will learn state management in web apps, unit and integration testing and file storage design.…
Ensemble Learning-Based Music Mood from Audio Features Detection System
Create a detection system with mobile Inference that automates a judgement task that today takes hours of manual effort. You will learn hyperparameter tuning, database schema modelling and secure coding practices.…
Helmet Use at Construction Gates Prioritisation Engine using Computer Vision and Confidence Scores
Create a prioritisation engine with confidence Scores that predicts outcomes early enough for staff to act on them. You will learn containerisation, background job scheduling and performance profiling.…
Bus Passenger Crowding Recommendation Engine using Edge AI
Build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn WebSocket programming, error monitoring and message queues.…
Music Mood from Audio Features Search Engine with Dashboard Visualisation
Create a search engine with dashboard Visualisation that turns raw records into predictions with clear explanations. You will learn API rate limiting, data visualisation and REST API design.…
Gradient Boosting-Based Bird Call Species Identification Recommendation Engine
Build a recommendation engine that automates a judgement task that today takes hours of manual effort. You will learn authentication and role-based access, CI/CD pipelines and pipeline orchestration.…
Edge AI-Based Student Attendance from Class Photos Prediction Platform
Create a prediction platform with drift Monitoring that learns patterns from historical data and flags cases that need attention. You will learn geospatial queries, CI/CD pipelines and file storage design.…
Hospital Bed Demand Grading System using Time-Series Modelling and Drift Monitoring
Build a grading system that detects abnormal patterns and raises alerts with supporting evidence. You will learn CI/CD pipelines, authentication and role-based access and state management in web apps.…
Road Pothole Severity from Dashcam Frames Prediction Platform with Real-Time Alerts
Create a prediction platform with real-time Alerts that turns raw records into predictions with clear explanations. You will learn error monitoring, hyperparameter tuning and background job scheduling.…
Noise Pollution Hotspots Prediction System using Transfer Learning and Mobile Inference
Build a prediction system that predicts outcomes early enough for staff to act on them. You will learn authentication and role-based access, pipeline orchestration and unit and integration testing.…
Used Car Price Monitoring System with Dashboard Visualisation
Build a monitoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn pipeline orchestration, data cleaning with pandas and performance profiling.…
Lip Reading for Silent Speech Monitoring System using Random Forests and Human-in-the-Loop Review
Design and build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, cloud deployment and REST API design.…
Queue Length at Billing Counters Decision Support System with Anomaly Flags
Create a decision support system with anomaly Flags that predicts outcomes early enough for staff to act on them. You will learn data visualisation, file storage design and performance profiling.…
Pharmaceutical Tablet Defect Classification System using Neural Networks and Risk Stratification
Build a classification system that turns raw records into predictions with clear explanations. You will learn caching strategies, message queues and search indexing.…
Fish Pond Water Quality Risk Screening Tool using Machine Learning and Mobile Inference
Design and build a screening tool that turns raw records into predictions with clear explanations. You will learn performance profiling, message queues and REST API design.…
Time-Series Modelling-Based Food Delivery Time Recognition System
Design and build a recognition system that detects abnormal patterns and raises alerts with supporting evidence. You will learn authentication and role-based access, WebSocket programming and error monitoring.…
Crop Leaf Disease from Field Photos Scoring System with Real-Time Alerts
Create a scoring system with real-time Alerts that detects abnormal patterns and raises alerts with supporting evidence. You will learn authentication and role-based access, WebSocket programming and hyperparameter tunin…
House Rent in Tier-2 Cities Monitoring System with Mobile Inference
Create a monitoring system with mobile Inference that turns raw records into predictions with clear explanations. You will learn file storage design, REST API design and data cleaning with pandas.…
AI-Powered Food Packet Seal Defect Prioritisation Engine
Build a prioritisation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn database schema modelling, REST API design and caching strategies.…
AI-Powered Answer Sheet Handwriting Detection System
Create a detection system with risk Stratification that scores and ranks cases so experts review the riskiest ones first. You will learn database schema modelling, data cleaning with pandas and file storage design.…
Electricity Theft from Meter Readings Alert System with Voice Interface
Design and build an alert system that predicts outcomes early enough for staff to act on them. You will learn unit and integration testing, cloud deployment and authentication and role-based access.…
Engine Sound Fault Prediction Platform with Voice Interface
Design and build a prediction platform that predicts outcomes early enough for staff to act on them. You will learn geospatial queries, message queues and caching strategies.…
Parking Occupancy from CCTV Prediction System with Risk Stratification
Create a prediction system with risk Stratification that turns raw records into predictions with clear explanations. You will learn geospatial queries, responsive UI design and model evaluation metrics.…
Garbage Overflow at Public Bins Screening Tool using Ensemble Learning
Create a screening tool with real-time Alerts that predicts outcomes early enough for staff to act on them. You will learn performance profiling, model evaluation metrics and hyperparameter tuning.…
Noise Pollution Hotspots Monitoring System with Explainable Outputs
Create a monitoring system with explainable Outputs that learns patterns from historical data and flags cases that need attention. You will learn authentication and role-based access, database schema modelling and contai…
Product Review Helpfulness Prediction System with Anomaly Flags
Design and build a prediction system that gives decision-makers a data-backed recommendation at the right moment. You will learn secure coding practices, API rate limiting and REST API design.…
Poultry Farm Mortality Early Warning Recommendation Engine with Voice Interface
Build a recommendation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn pipeline orchestration, REST API design and error monitoring.…
Air Quality from Traffic and Weather Recommendation Engine using Explainable AI
Build a recommendation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn cloud deployment, WebSocket programming and geospatial queries.…
AI-Powered E-Commerce Return Fraud Forecasting System
Design and build a forecasting system that automates a judgement task that today takes hours of manual effort. You will learn state management in web apps, geospatial queries and model evaluation metrics.…
Answer Sheet Handwriting Chat Assistant using Time-Series Modelling and Confidence Scores
Create a chat assistant with confidence Scores that automates a judgement task that today takes hours of manual effort. You will learn authentication and role-based access, unit and integration testing and performance pr…
Elevator Wait Time Detection System using Reinforcement Learning
Build a detection system that gives decision-makers a data-backed recommendation at the right moment. You will learn background job scheduling, caching strategies and message queues.…
Wind Turbine Blade Damage Detection System with Batch Scoring
Create a detection system with batch Scoring that classifies incoming items automatically and routes exceptions to humans. You will learn REST API design, model evaluation metrics and unit and integration testing.…
Elephant Movement Near Rail Tracks Chat Assistant with Multilingual Support
Build a chat assistant that automates a judgement task that today takes hours of manual effort. You will learn performance profiling, pipeline orchestration and data visualisation.…
Worker Safety Gear Compliance Recognition System using Graph Neural Networks and Edge Deployment
Build a recognition system that turns raw records into predictions with clear explanations. You will learn WebSocket programming, message queues and CI/CD pipelines.…
Food Packet Seal Defect Prediction System with Drift Monitoring
Create a prediction system with drift Monitoring that predicts outcomes early enough for staff to act on them. You will learn cloud deployment, pipeline orchestration and caching strategies.…
Loan Default from Transaction Behaviour Grading System using Machine Learning and Drift Monitoring
Build a grading system that automates a judgement task that today takes hours of manual effort. You will learn model evaluation metrics, hyperparameter tuning and feature engineering.…
Sign Language Gesture Prediction Platform with Risk Stratification
Design and build a prediction platform that scores and ranks cases so experts review the riskiest ones first. You will learn background job scheduling, REST API design and search indexing.…
Noise Pollution Hotspots Prediction System using Time-Series Modelling and Human-in-the-Loop Review
Design and build a prediction system that turns raw records into predictions with clear explanations. You will learn database schema modelling, responsive UI design and WebSocket programming.…
Pharmaceutical Tablet Defect Estimation System with Explainable Outputs
Design and build an estimation system that automates a judgement task that today takes hours of manual effort. You will learn API rate limiting, error monitoring and responsive UI design.…
Computer Vision-Based Used Car Price Recognition System
Create a recognition system with human-in-the-loop Review that classifies incoming items automatically and routes exceptions to humans. You will learn data visualisation, model evaluation metrics and data cleaning with p…
Transformer Models-Based Fake Job Posting Screening Tool
Build a screening tool that predicts outcomes early enough for staff to act on them. You will learn message queues, data cleaning with pandas and hyperparameter tuning.…
AI-Powered River Water Turbidity from Drone Images Grading System
Build a grading system that predicts outcomes early enough for staff to act on them. You will learn WebSocket programming, pipeline orchestration and API rate limiting.…
Water Pipeline Leakage from Pressure Data Forecasting System using Deep Learning
Build a forecasting system that turns raw records into predictions with clear explanations. You will learn message queues, data cleaning with pandas and background job scheduling.…
Lecture Video Chaptering Screening Tool using Ensemble Learning and Confidence Scores
Build a screening tool that predicts outcomes early enough for staff to act on them. You will learn hyperparameter tuning, CI/CD pipelines and file storage design.…
Bus Passenger Crowding Scoring System using Natural Language Processing
Create a scoring system with drift Monitoring that classifies incoming items automatically and routes exceptions to humans. You will learn feature engineering, caching strategies and performance profiling.…
Air Quality from Traffic and Weather Screening Tool using Machine Learning
Create a screening tool with dashboard Visualisation that classifies incoming items automatically and routes exceptions to humans. You will learn performance profiling, authentication and role-based access and caching st…
Food Packet Seal Defect Monitoring System using Explainable AI and Model Retraining Pipeline
Create a monitoring system with model Retraining Pipeline that predicts outcomes early enough for staff to act on them. You will learn cloud deployment, containerisation and file storage design.…
River Water Turbidity from Drone Images Monitoring System using Explainable AI and Human-in-the-Loop Review
Build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn API rate limiting, geospatial queries and hyperparameter tuning.…
Loan Default from Transaction Behaviour Decision Support System with Drift Monitoring
Create a decision support system with drift Monitoring that learns patterns from historical data and flags cases that need attention. You will learn file storage design, REST API design and model evaluation metrics.…
Machine Learning-Based House Rent in Tier-2 Cities Alert System
Build an alert system that learns patterns from historical data and flags cases that need attention. You will learn file storage design, API rate limiting and error monitoring.…
Elephant Movement Near Rail Tracks Search Engine using Support Vector Machines
Create a search engine with dashboard Visualisation that learns patterns from historical data and flags cases that need attention. You will learn database schema modelling, caching strategies and containerisation.…
Random Forests-Based Engine Sound Fault Chat Assistant
Design and build a chat assistant that gives decision-makers a data-backed recommendation at the right moment. You will learn feature engineering, hyperparameter tuning and WebSocket programming.…
Computer Vision-Based Warehouse Pallet Counting Decision Support System
Create a decision support system with model Retraining Pipeline that classifies incoming items automatically and routes exceptions to humans. You will learn hyperparameter tuning, file storage design and message queues.…
Bird Call Species Identification Recognition System with Mobile Inference
Design and build a recognition system that automates a judgement task that today takes hours of manual effort. You will learn file storage design, geospatial queries and message queues.…
Engine Sound Fault Estimation System using Edge AI
Create an estimation system with human-in-the-loop Review that detects abnormal patterns and raises alerts with supporting evidence. You will learn performance profiling, CI/CD pipelines and state management in web apps.…
AI-Powered Noise Pollution Hotspots Estimation System
Build an estimation system that automates a judgement task that today takes hours of manual effort. You will learn caching strategies, CI/CD pipelines and search indexing.…
Fake Job Posting Grading System using Deep Learning
Design and build a grading system that learns patterns from historical data and flags cases that need attention. You will learn containerisation, search indexing and data visualisation.…
Used Car Price Search Engine with Human-in-the-Loop Review
Build a search engine that automates a judgement task that today takes hours of manual effort. You will learn state management in web apps, data visualisation and WebSocket programming.…
House Rent in Tier-2 Cities Chat Assistant using Explainable AI and Dashboard Visualisation
Build a chat assistant that turns raw records into predictions with clear explanations. You will learn authentication and role-based access, database schema modelling and CI/CD pipelines.…
Computer Vision-Based Flood Water Level from River Cameras Estimation System
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn cloud deployment, data visualisation and performance profiling.…
AI-Powered Bottle Cap Defect Forecasting System
Design and build a forecasting system that automates a judgement task that today takes hours of manual effort. You will learn state management in web apps, responsive UI design and secure coding practices.…
Computer Vision-Based Forest Fire Smoke from Watchtower Cameras Grading System
Create a grading system with human-in-the-loop Review that classifies incoming items automatically and routes exceptions to humans. You will learn file storage design, REST API design and error monitoring.…
Engine Sound Fault Classification System using Deep Learning
Build a classification system that automates a judgement task that today takes hours of manual effort. You will learn authentication and role-based access, CI/CD pipelines and model evaluation metrics.…
Poultry Farm Mortality Early Warning Classification System using Deep Learning and Anomaly Flags
Build a classification system that turns raw records into predictions with clear explanations. You will learn background job scheduling, WebSocket programming and cloud deployment.…
Lip Reading for Silent Speech Prioritisation Engine with Report Generation
Build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn WebSocket programming, performance profiling and hyperparameter tuning.…
Street Light Outage from Night Images Recommendation Engine using Gradient Boosting and Multilingual Support
Build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn caching strategies, error monitoring and API rate limiting.…
Helmet Use at Construction Gates Prediction System using Random Forests
Build a prediction system that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, message queues and database schema modelling.…
Engine Sound Fault Search Engine with Drift Monitoring
Create a search engine with drift Monitoring that detects abnormal patterns and raises alerts with supporting evidence. You will learn geospatial queries, secure coding practices and authentication and role-based access.…
Transfer Learning-Based Road Pothole Severity from Dashcam Frames Estimation System
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn search indexing, caching strategies and containerisation.…
AI-Powered Fish Pond Water Quality Risk Decision Support System
Create a decision support system with model Retraining Pipeline that scores and ranks cases so experts review the riskiest ones first. You will learn background job scheduling, caching strategies and state management in …
Lip Reading for Silent Speech Prediction Platform with Batch Scoring
Design and build a prediction platform that predicts outcomes early enough for staff to act on them. You will learn CI/CD pipelines, hyperparameter tuning and error monitoring.…
Random Forests-Based Queue Length at Billing Counters Grading System
Design and build a grading system that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, background job scheduling and data visualisation.…
Resume Screening for Campus Drives Decision Support System with Edge Deployment
Create a decision support system with edge Deployment that automates a judgement task that today takes hours of manual effort. You will learn geospatial queries, secure coding practices and CI/CD pipelines.…
Classroom Attention from Video Forecasting System using Machine Learning
Create a forecasting system with multilingual Support that scores and ranks cases so experts review the riskiest ones first. You will learn performance profiling, authentication and role-based access and caching strategi…
Podcast Episode Summarisation Estimation System using Random Forests and Batch Scoring
Design and build an estimation system that detects abnormal patterns and raises alerts with supporting evidence. You will learn REST API design, feature engineering and state management in web apps.…
Sign Language Gesture Recognition System with Real-Time Alerts
Create a recognition system with real-time Alerts that detects abnormal patterns and raises alerts with supporting evidence. You will learn database schema modelling, unit and integration testing and REST API design.…
AI-Powered Tyre Wear from Photos Classification System
Build a classification system that turns raw records into predictions with clear explanations. You will learn message queues, responsive UI design and caching strategies.…
Queue Length at Billing Counters Estimation System with Dashboard Visualisation
Design and build an estimation system that turns raw records into predictions with clear explanations. You will learn secure coding practices, geospatial queries and cloud deployment.…
Pharmacy Stock-Out Estimation System using Transformer Models
Create an estimation system with human-in-the-loop Review that automates a judgement task that today takes hours of manual effort. You will learn WebSocket programming, pipeline orchestration and search indexing.…
Fake Job Posting Prediction Platform with Human-in-the-Loop Review
Build a prediction platform that gives decision-makers a data-backed recommendation at the right moment. You will learn data cleaning with pandas, containerisation and cloud deployment.…
Graph Neural Networks-Based Warehouse Pallet Counting Assessment Platform
Build an assessment platform that scores and ranks cases so experts review the riskiest ones first. You will learn pipeline orchestration, responsive UI design and model evaluation metrics.…
Time-Series Modelling-Based Tyre Wear from Photos Estimation System
Create an estimation system with dashboard Visualisation that detects abnormal patterns and raises alerts with supporting evidence. You will learn performance profiling, responsive UI design and file storage design.…
AI-Powered Retail Shelf Stock-Out Screening Tool
Design and build a screening tool that predicts outcomes early enough for staff to act on them. You will learn performance profiling, CI/CD pipelines and caching strategies.…
Street Light Outage from Night Images Screening Tool with Explainable Outputs
Build a screening tool that turns raw records into predictions with clear explanations. You will learn containerisation, search indexing and geospatial queries.…
Food Delivery Time Recognition System with Edge Deployment
Create a recognition system with edge Deployment that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, database schema modelling and containeri…
Resume Screening for Campus Drives Monitoring System with Batch Scoring
Design and build a monitoring system that learns patterns from historical data and flags cases that need attention. You will learn background job scheduling, caching strategies and file storage design.…
Engine Sound Fault Forecasting System with Explainable Outputs
Build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, API rate limiting and unit and integration testing.…
Construction Progress from Site Photos Assessment Platform with Edge Deployment
Build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn background job scheduling, performance profiling and model evaluation metrics.…
Computer Vision-Based Crop Leaf Disease from Field Photos Classification System
Design and build a classification system that automates a judgement task that today takes hours of manual effort. You will learn data cleaning with pandas, REST API design and WebSocket programming.…
Football Player Injury Risk Alert System with Mobile Inference
Build an alert system that learns patterns from historical data and flags cases that need attention. You will learn error monitoring, search indexing and geospatial queries.…
Railway Track Defect from Inspection Video Decision Support System with Edge Deployment
Design and build a decision support system that detects abnormal patterns and raises alerts with supporting evidence. You will learn cloud deployment, model evaluation metrics and REST API design.…
Street Light Outage from Night Images Scoring System using Time-Series Modelling
Design and build a scoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn state management in web apps, performance profiling and model evaluation metrics.…
Parking Occupancy from CCTV Monitoring System using Machine Learning
Create a monitoring system with dashboard Visualisation that turns raw records into predictions with clear explanations. You will learn data cleaning with pandas, file storage design and message queues.…
Garbage Overflow at Public Bins Grading System using Time-Series Modelling and Multilingual Support
Create a grading system with multilingual Support that scores and ranks cases so experts review the riskiest ones first. You will learn state management in web apps, authentication and role-based access and geospatial qu…
Random Forests-Based House Rent in Tier-2 Cities Prediction Platform
Design and build a prediction platform that predicts outcomes early enough for staff to act on them. You will learn data cleaning with pandas, pipeline orchestration and unit and integration testing.…
E-Commerce Return Fraud Estimation System using Reinforcement Learning
Design and build an estimation system that scores and ranks cases so experts review the riskiest ones first. You will learn authentication and role-based access, message queues and model evaluation metrics.…
Random Forests-Based Hospital Bed Demand Recommendation Engine
Build a recommendation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn secure coding practices, caching strategies and API rate limiting.…
Fish Pond Water Quality Risk Search Engine using Reinforcement Learning
Design and build a search engine that gives decision-makers a data-backed recommendation at the right moment. You will learn error monitoring, cloud deployment and feature engineering.…
Sign Language Gesture Search Engine using Computer Vision
Design and build a search engine that scores and ranks cases so experts review the riskiest ones first. You will learn state management in web apps, WebSocket programming and REST API design.…
Gradient Boosting-Based Lip Reading for Silent Speech Assessment Platform
Build an assessment platform that automates a judgement task that today takes hours of manual effort. You will learn WebSocket programming, responsive UI design and feature engineering.…
Edge AI-Based Pharmaceutical Tablet Defect Recognition System
Build a recognition system that turns raw records into predictions with clear explanations. You will learn caching strategies, cloud deployment and model evaluation metrics.…
Tyre Wear from Photos Grading System with Real-Time Alerts
Create a grading system with real-time Alerts that detects abnormal patterns and raises alerts with supporting evidence. You will learn REST API design, responsive UI design and background job scheduling.…
Bottle Cap Defect Alert System with Dashboard Visualisation
Build an alert system that learns patterns from historical data and flags cases that need attention. You will learn data cleaning with pandas, unit and integration testing and REST API design.…
Support Vector Machines-Based Food Delivery Time Forecasting System
Build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, containerisation and hyperparameter tuning.…
Solar Panel Soiling from Drone Images Forecasting System with Risk Stratification
Create a forecasting system with risk Stratification that turns raw records into predictions with clear explanations. You will learn hyperparameter tuning, error monitoring and caching strategies.…
Air Quality from Traffic and Weather Decision Support System using Natural Language Processing and Real-Time Alerts
Design and build a decision support system that automates a judgement task that today takes hours of manual effort. You will learn data visualisation, unit and integration testing and search indexing.…
Ensemble Learning-Based E-Commerce Return Fraud Screening Tool
Create a screening tool with voice Interface that gives decision-makers a data-backed recommendation at the right moment. You will learn geospatial queries, background job scheduling and data cleaning with pandas.…
Textile Fabric Defect Detection System with Real-Time Alerts
Design and build a detection system that turns raw records into predictions with clear explanations. You will learn WebSocket programming, unit and integration testing and cloud deployment.…
Flood Water Level from River Cameras Decision Support System using Computer Vision and Report Generation
Create a decision support system with report Generation that learns patterns from historical data and flags cases that need attention. You will learn model evaluation metrics, WebSocket programming and error monitoring.…
Pharmacy Stock-Out Grading System using Natural Language Processing and Batch Scoring
Design and build a grading system that automates a judgement task that today takes hours of manual effort. You will learn feature engineering, WebSocket programming and geospatial queries.…
Used Car Price Estimation System with Confidence Scores
Design and build an estimation system that predicts outcomes early enough for staff to act on them. You will learn data cleaning with pandas, background job scheduling and feature engineering.…
Podcast Episode Summarisation Recommendation Engine using Support Vector Machines and Human-in-the-Loop Review
Build a recommendation engine that scores and ranks cases so experts review the riskiest ones first. You will learn caching strategies, background job scheduling and data cleaning with pandas.…
Football Player Injury Risk Decision Support System using Natural Language Processing and Batch Scoring
Build a decision support system that detects abnormal patterns and raises alerts with supporting evidence. You will learn CI/CD pipelines, geospatial queries and data cleaning with pandas.…
Wind Turbine Blade Damage Decision Support System with Drift Monitoring
Create a decision support system with drift Monitoring that turns raw records into predictions with clear explanations. You will learn containerisation, geospatial queries and CI/CD pipelines.…
Football Player Injury Risk Recommendation Engine with Dashboard Visualisation
Design and build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn performance profiling, responsive UI design and containerisation.…
Support Vector Machines-Based Air Quality from Traffic and Weather Prioritisation Engine
Create a prioritisation engine with multilingual Support that turns raw records into predictions with clear explanations. You will learn CI/CD pipelines, data visualisation and error monitoring.…
Road Pothole Severity from Dashcam Frames Scoring System with Model Retraining Pipeline
Build a scoring system that learns patterns from historical data and flags cases that need attention. You will learn REST API design, background job scheduling and secure coding practices.…
Poultry Farm Mortality Early Warning Search Engine using Explainable AI
Design and build a search engine that turns raw records into predictions with clear explanations. You will learn cloud deployment, file storage design and hyperparameter tuning.…
Support Vector Machines-Based Noise Pollution Hotspots Scoring System
Build a scoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn cloud deployment, file storage design and search indexing.…
Retail Shelf Stock-Out Scoring System using Random Forests
Design and build a scoring system that classifies incoming items automatically and routes exceptions to humans. You will learn state management in web apps, database schema modelling and caching strategies.…
Queue Length at Billing Counters Prioritisation Engine with Human-in-the-Loop Review
Create a prioritisation engine with human-in-the-loop Review that predicts outcomes early enough for staff to act on them. You will learn CI/CD pipelines, feature engineering and file storage design.…
Bus Passenger Crowding Classification System using Edge AI and Real-Time Alerts
Design and build a classification system that turns raw records into predictions with clear explanations. You will learn authentication and role-based access, API rate limiting and performance profiling.…
Movie Box Office from Trailer Buzz Detection System with Batch Scoring
Create a detection system with batch Scoring that scores and ranks cases so experts review the riskiest ones first. You will learn API rate limiting, background job scheduling and file storage design.…
AI-Powered House Rent in Tier-2 Cities Scoring System
Design and build a scoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn geospatial queries, WebSocket programming and state management in web apps.…
Ride-Hailing Surge Zone Monitoring System with Multilingual Support
Create a monitoring system with multilingual Support that automates a judgement task that today takes hours of manual effort. You will learn CI/CD pipelines, hyperparameter tuning and containerisation.…
Bird Call Species Identification Assessment Platform using Reinforcement Learning and Edge Deployment
Design and build an assessment platform that learns patterns from historical data and flags cases that need attention. You will learn background job scheduling, CI/CD pipelines and error monitoring.…
Electricity Theft from Meter Readings Assessment Platform using Deep Learning and Report Generation
Design and build an assessment platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn state management in web apps, search indexing and data visualisation.…
Pharmaceutical Tablet Defect Assessment Platform using Transfer Learning and Multilingual Support
Design and build an assessment platform that turns raw records into predictions with clear explanations. You will learn pipeline orchestration, state management in web apps and data cleaning with pandas.…
Electricity Theft from Meter Readings Prioritisation Engine using Gradient Boosting and Dashboard Visualisation
Build a prioritisation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn caching strategies, cloud deployment and authentication and role-based access.…
Cricket Match Win Probability Alert System with Dashboard Visualisation
Build an alert system that predicts outcomes early enough for staff to act on them. You will learn CI/CD pipelines, responsive UI design and authentication and role-based access.…
AI-Powered Football Player Injury Risk Scoring System
Create a scoring system with confidence Scores that predicts outcomes early enough for staff to act on them. You will learn hyperparameter tuning, model evaluation metrics and geospatial queries.…
Helmet Use at Construction Gates Screening Tool using Natural Language Processing
Design and build a screening tool that classifies incoming items automatically and routes exceptions to humans. You will learn background job scheduling, responsive UI design and data cleaning with pandas.…
AI-Powered Street Light Outage from Night Images Forecasting System
Design and build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn state management in web apps, hyperparameter tuning and WebSocket programming.…
Loan Default from Transaction Behaviour Prediction Platform with Confidence Scores
Design and build a prediction platform that turns raw records into predictions with clear explanations. You will learn data cleaning with pandas, data visualisation and state management in web apps.…
Pharmacy Stock-Out Scoring System using Time-Series Modelling
Build a scoring system that predicts outcomes early enough for staff to act on them. You will learn model evaluation metrics, CI/CD pipelines and WebSocket programming.…
Pharmaceutical Tablet Defect Recognition System using Natural Language Processing
Build a recognition system that gives decision-makers a data-backed recommendation at the right moment. You will learn background job scheduling, secure coding practices and message queues.…
Pharmaceutical Tablet Defect Monitoring System using Machine Learning and Dashboard Visualisation
Create a monitoring system with dashboard Visualisation that gives decision-makers a data-backed recommendation at the right moment. You will learn message queues, pipeline orchestration and CI/CD pipelines.…
House Rent in Tier-2 Cities Forecasting System with Explainable Outputs
Design and build a forecasting system that learns patterns from historical data and flags cases that need attention. You will learn CI/CD pipelines, error monitoring and hyperparameter tuning.…
Steel Surface Defect Classification System with Multilingual Support
Create a classification system with multilingual Support that automates a judgement task that today takes hours of manual effort. You will learn WebSocket programming, CI/CD pipelines and containerisation.…
Road Pothole Severity from Dashcam Frames Scoring System with Risk Stratification
Build a scoring system that automates a judgement task that today takes hours of manual effort. You will learn caching strategies, containerisation and error monitoring.…
Electricity Theft from Meter Readings Recommendation Engine using Time-Series Modelling and Edge Deployment
Design and build a recommendation engine that classifies incoming items automatically and routes exceptions to humans. You will learn caching strategies, pipeline orchestration and cloud deployment.…
Crop Leaf Disease from Field Photos Alert System using Reinforcement Learning and Report Generation
Design and build an alert system that predicts outcomes early enough for staff to act on them. You will learn containerisation, REST API design and feature engineering.…
Explainable AI-Based Cricket Match Win Probability Chat Assistant
Create a chat assistant with dashboard Visualisation that detects abnormal patterns and raises alerts with supporting evidence. You will learn database schema modelling, responsive UI design and state management in web a…
Food Packet Seal Defect Detection System using Gradient Boosting
Build a detection system that turns raw records into predictions with clear explanations. You will learn caching strategies, file storage design and background job scheduling.…
Explainable AI-Based Queue Length at Billing Counters Alert System
Design and build an alert system that gives decision-makers a data-backed recommendation at the right moment. You will learn cloud deployment, error monitoring and message queues.…
Motor Vibration Fault Alert System using Neural Networks
Create an alert system with report Generation that scores and ranks cases so experts review the riskiest ones first. You will learn search indexing, data cleaning with pandas and performance profiling.…
Product Review Helpfulness Alert System using Ensemble Learning
Create an alert system with mobile Inference that learns patterns from historical data and flags cases that need attention. You will learn authentication and role-based access, WebSocket programming and geospatial querie…
Sign Language Gesture Estimation System using Explainable AI and Explainable Outputs
Create an estimation system with explainable Outputs that detects abnormal patterns and raises alerts with supporting evidence. You will learn caching strategies, cloud deployment and API rate limiting.…
AI-Powered Road Pothole Severity from Dashcam Frames Recognition System
Design and build a recognition system that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, geospatial queries and authentication and role-based access.…
AI-Powered Exam Paper Leak Rumour on Social Media Recommendation Engine
Create a recommendation engine with dashboard Visualisation that classifies incoming items automatically and routes exceptions to humans. You will learn model evaluation metrics, WebSocket programming and data cleaning w…
Loan Default from Transaction Behaviour Scoring System using Explainable AI and Explainable Outputs
Build a scoring system that turns raw records into predictions with clear explanations. You will learn data cleaning with pandas, secure coding practices and authentication and role-based access.…
PCB Solder Defect Prediction Platform using Natural Language Processing
Build a prediction platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn CI/CD pipelines, authentication and role-based access and REST API design.…
Bottle Cap Defect Prioritisation Engine with Report Generation
Design and build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn WebSocket programming, responsive UI design and performance profiling.…
Graph Neural Networks-Based Cricket Match Win Probability Search Engine
Design and build a search engine that scores and ranks cases so experts review the riskiest ones first. You will learn CI/CD pipelines, API rate limiting and database schema modelling.…
Fish Pond Water Quality Risk Assessment Platform using Natural Language Processing
Build an assessment platform that learns patterns from historical data and flags cases that need attention. You will learn unit and integration testing, search indexing and data cleaning with pandas.…
Graph Neural Networks-Based Street Light Outage from Night Images Search Engine
Build a search engine that classifies incoming items automatically and routes exceptions to humans. You will learn database schema modelling, geospatial queries and CI/CD pipelines.…
Street Light Outage from Night Images Prediction System with Batch Scoring
Build a prediction system that detects abnormal patterns and raises alerts with supporting evidence. You will learn data visualisation, background job scheduling and feature engineering.…
AI-Powered Poultry Farm Mortality Early Warning Detection System
Create a detection system with dashboard Visualisation that automates a judgement task that today takes hours of manual effort. You will learn data visualisation, state management in web apps and data cleaning with panda…
Electricity Theft from Meter Readings Prediction System with Confidence Scores
Build a prediction system that turns raw records into predictions with clear explanations. You will learn hyperparameter tuning, feature engineering and API rate limiting.…
Natural Language Processing-Based Pharmacy Stock-Out Recognition System
Build a recognition system that automates a judgement task that today takes hours of manual effort. You will learn API rate limiting, secure coding practices and geospatial queries.…
Pharmaceutical Tablet Defect Grading System with Confidence Scores
Build a grading system that scores and ranks cases so experts review the riskiest ones first. You will learn error monitoring, geospatial queries and background job scheduling.…
Flood Water Level from River Cameras Estimation System with Risk Stratification
Design and build an estimation system that predicts outcomes early enough for staff to act on them. You will learn cloud deployment, data visualisation and model evaluation metrics.…
Retail Shelf Stock-Out Recommendation Engine with Explainable Outputs
Create a recommendation engine with explainable Outputs that turns raw records into predictions with clear explanations. You will learn API rate limiting, unit and integration testing and data cleaning with pandas.…
Water Pipeline Leakage from Pressure Data Screening Tool using Transfer Learning and Confidence Scores
Design and build a screening tool that automates a judgement task that today takes hours of manual effort. You will learn error monitoring, CI/CD pipelines and REST API design.…
Elevator Wait Time Alert System with Drift Monitoring
Build an alert system that turns raw records into predictions with clear explanations. You will learn file storage design, background job scheduling and unit and integration testing.…
Forest Fire Smoke from Watchtower Cameras Prediction System with Human-in-the-Loop Review
Design and build a prediction system that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, hyperparameter tuning and cloud deployment.…
Air Quality from Traffic and Weather Decision Support System using Reinforcement Learning and Voice Interface
Build a decision support system that predicts outcomes early enough for staff to act on them. You will learn database schema modelling, containerisation and unit and integration testing.…
Elevator Wait Time Scoring System with Report Generation
Build a scoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn message queues, secure coding practices and CI/CD pipelines.…
Queue Length at Billing Counters Assessment Platform using Support Vector Machines and Explainable Outputs
Build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn cloud deployment, database schema modelling and caching strategies.…
Crop Leaf Disease from Field Photos Screening Tool using Ensemble Learning and Anomaly Flags
Design and build a screening tool that predicts outcomes early enough for staff to act on them. You will learn CI/CD pipelines, WebSocket programming and pipeline orchestration.…
Solar Panel Soiling from Drone Images Prioritisation Engine using Gradient Boosting
Build a prioritisation engine that classifies incoming items automatically and routes exceptions to humans. You will learn database schema modelling, CI/CD pipelines and REST API design.…
Time-Series Modelling-Based River Water Turbidity from Drone Images Detection System
Build a detection system that learns patterns from historical data and flags cases that need attention. You will learn background job scheduling, pipeline orchestration and API rate limiting.…
House Rent in Tier-2 Cities Decision Support System with Voice Interface
Create a decision support system with voice Interface that learns patterns from historical data and flags cases that need attention. You will learn CI/CD pipelines, caching strategies and cloud deployment.…
Spam Call Pattern Prediction Platform with Drift Monitoring
Design and build a prediction platform that predicts outcomes early enough for staff to act on them. You will learn authentication and role-based access, cloud deployment and REST API design.…
Random Forests-Based Noise Pollution Hotspots Prioritisation Engine
Create a prioritisation engine with edge Deployment that learns patterns from historical data and flags cases that need attention. You will learn search indexing, model evaluation metrics and file storage design.…
Road Pothole Severity from Dashcam Frames Search Engine using Deep Learning
Build a search engine that predicts outcomes early enough for staff to act on them. You will learn performance profiling, model evaluation metrics and feature engineering.…
Construction Progress from Site Photos Prioritisation Engine with Dashboard Visualisation
Create a prioritisation engine with dashboard Visualisation that learns patterns from historical data and flags cases that need attention. You will learn cloud deployment, state management in web apps and message queues.…
AI-Powered Cricket Match Win Probability Decision Support System
Create a decision support system with mobile Inference that gives decision-makers a data-backed recommendation at the right moment. You will learn feature engineering, pipeline orchestration and data cleaning with pandas…
Street Light Outage from Night Images Chat Assistant using Neural Networks and Voice Interface
Design and build a chat assistant that turns raw records into predictions with clear explanations. You will learn state management in web apps, pipeline orchestration and caching strategies.…
Metro Station Footfall Prediction Platform using Edge AI
Create a prediction platform with report Generation that learns patterns from historical data and flags cases that need attention. You will learn caching strategies, database schema modelling and model evaluation metrics…
River Water Turbidity from Drone Images Prioritisation Engine using Ensemble Learning and Real-Time Alerts
Create a prioritisation engine with real-time Alerts that turns raw records into predictions with clear explanations. You will learn unit and integration testing, hyperparameter tuning and search indexing.…
Street Light Outage from Night Images Recommendation Engine with Confidence Scores
Build a recommendation engine that learns patterns from historical data and flags cases that need attention. You will learn unit and integration testing, hyperparameter tuning and database schema modelling.…
Random Forests-Based PCB Solder Defect Prioritisation Engine
Create a prioritisation engine with voice Interface that automates a judgement task that today takes hours of manual effort. You will learn geospatial queries, file storage design and performance profiling.…
Bridge Crack from Inspection Photos Prioritisation Engine using Reinforcement Learning and Risk Stratification
Build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn feature engineering, search indexing and file storage design.…
Classroom Attention from Video Recognition System with Explainable Outputs
Create a recognition system with explainable Outputs that turns raw records into predictions with clear explanations. You will learn REST API design, data visualisation and database schema modelling.…
AI-Powered Elevator Wait Time Recommendation Engine
Create a recommendation engine with risk Stratification that predicts outcomes early enough for staff to act on them. You will learn performance profiling, containerisation and error monitoring.…
Hospital Bed Demand Detection System using Neural Networks and Drift Monitoring
Design and build a detection system that predicts outcomes early enough for staff to act on them. You will learn file storage design, REST API design and hyperparameter tuning.…
Solar Panel Soiling from Drone Images Prediction Platform using Natural Language Processing
Build a prediction platform that classifies incoming items automatically and routes exceptions to humans. You will learn message queues, caching strategies and feature engineering.…
Electricity Theft from Meter Readings Grading System with Model Retraining Pipeline
Design and build a grading system that learns patterns from historical data and flags cases that need attention. You will learn search indexing, cloud deployment and containerisation.…
Wind Turbine Blade Damage Detection System using Transfer Learning and Voice Interface
Design and build a detection system that learns patterns from historical data and flags cases that need attention. You will learn database schema modelling, WebSocket programming and message queues.…
Textile Fabric Defect Forecasting System with Mobile Inference
Build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn CI/CD pipelines, WebSocket programming and performance profiling.…
AI-Powered Helmet Use at Construction Gates Classification System
Create a classification system with report Generation that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, responsive UI design and error monitoring.…
PCB Solder Defect Screening Tool using Random Forests and Real-Time Alerts
Design and build a screening tool that automates a judgement task that today takes hours of manual effort. You will learn hyperparameter tuning, performance profiling and geospatial queries.…
Wind Turbine Blade Damage Prediction System using Neural Networks and Anomaly Flags
Create a prediction system with anomaly Flags that turns raw records into predictions with clear explanations. You will learn hyperparameter tuning, performance profiling and WebSocket programming.…
River Water Turbidity from Drone Images Estimation System with Edge Deployment
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn secure coding practices, pipeline orchestration and authentication and role-based access.…
Elephant Movement Near Rail Tracks Assessment Platform with Voice Interface
Build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn cloud deployment, file storage design and data cleaning with pandas.…
Chess Move Quality Grading Recommendation Engine using Computer Vision
Design and build a recommendation engine that turns raw records into predictions with clear explanations. You will learn file storage design, feature engineering and search indexing.…
Bird Call Species Identification Grading System with Dashboard Visualisation
Design and build a grading system that automates a judgement task that today takes hours of manual effort. You will learn file storage design, REST API design and caching strategies.…
Helmet Use at Construction Gates Estimation System using Gradient Boosting and Human-in-the-Loop Review
Build an estimation system that classifies incoming items automatically and routes exceptions to humans. You will learn file storage design, geospatial queries and authentication and role-based access.…
Parking Occupancy from CCTV Classification System using Ensemble Learning
Design and build a classification system that scores and ranks cases so experts review the riskiest ones first. You will learn pipeline orchestration, background job scheduling and API rate limiting.…
Poultry Farm Mortality Early Warning Prediction Platform with Risk Stratification
Build a prediction platform that learns patterns from historical data and flags cases that need attention. You will learn model evaluation metrics, database schema modelling and geospatial queries.…
Answer Sheet Handwriting Search Engine using Neural Networks and Batch Scoring
Design and build a search engine that classifies incoming items automatically and routes exceptions to humans. You will learn geospatial queries, state management in web apps and file storage design.…
Elevator Wait Time Decision Support System with Real-Time Alerts
Build a decision support system that gives decision-makers a data-backed recommendation at the right moment. You will learn WebSocket programming, model evaluation metrics and error monitoring.…
AI-Powered Resume Screening for Campus Drives Alert System
Design and build an alert system that detects abnormal patterns and raises alerts with supporting evidence. You will learn hyperparameter tuning, pipeline orchestration and data cleaning with pandas.…
Graph Neural Networks-Based Engine Sound Fault Monitoring System
Create a monitoring system with edge Deployment that automates a judgement task that today takes hours of manual effort. You will learn caching strategies, state management in web apps and error monitoring.…
Customer Support Ticket Priority Prioritisation Engine with Risk Stratification
Design and build a prioritisation engine that scores and ranks cases so experts review the riskiest ones first. You will learn data cleaning with pandas, state management in web apps and feature engineering.…
E-Commerce Return Fraud Monitoring System using Computer Vision and Multilingual Support
Create a monitoring system with multilingual Support that detects abnormal patterns and raises alerts with supporting evidence. You will learn pipeline orchestration, feature engineering and authentication and role-based…
Loan Default from Transaction Behaviour Prediction System using Natural Language Processing
Build a prediction system that learns patterns from historical data and flags cases that need attention. You will learn geospatial queries, performance profiling and message queues.…
Product Review Helpfulness Scoring System using Support Vector Machines and Drift Monitoring
Create a scoring system with drift Monitoring that learns patterns from historical data and flags cases that need attention. You will learn hyperparameter tuning, model evaluation metrics and responsive UI design.…
Answer Sheet Handwriting Decision Support System with Edge Deployment
Design and build a decision support system that classifies incoming items automatically and routes exceptions to humans. You will learn data cleaning with pandas, geospatial queries and REST API design.…
AI-Powered Garbage Overflow at Public Bins Grading System
Build a grading system that predicts outcomes early enough for staff to act on them. You will learn model evaluation metrics, background job scheduling and REST API design.…
Construction Progress from Site Photos Decision Support System with Anomaly Flags
Design and build a decision support system that classifies incoming items automatically and routes exceptions to humans. You will learn feature engineering, responsive UI design and geospatial queries.…
Motor Vibration Fault Recommendation Engine with Drift Monitoring
Design and build a recommendation engine that turns raw records into predictions with clear explanations. You will learn state management in web apps, unit and integration testing and secure coding practices.…
Electricity Theft from Meter Readings Prediction Platform using Neural Networks and Batch Scoring
Design and build a prediction platform that predicts outcomes early enough for staff to act on them. You will learn unit and integration testing, API rate limiting and responsive UI design.…
AI-Powered Sign Language Gesture Recommendation Engine
Design and build a recommendation engine that automates a judgement task that today takes hours of manual effort. You will learn state management in web apps, file storage design and CI/CD pipelines.…
Food Delivery Time Monitoring System using Reinforcement Learning and Risk Stratification
Create a monitoring system with risk Stratification that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, API rate limiting and data cleaning w…
Pharmacy Stock-Out Chat Assistant using Explainable AI
Create a chat assistant with real-time Alerts that turns raw records into predictions with clear explanations. You will learn background job scheduling, performance profiling and geospatial queries.…
Music Mood from Audio Features Recommendation Engine with Drift Monitoring
Build a recommendation engine that classifies incoming items automatically and routes exceptions to humans. You will learn data visualisation, authentication and role-based access and pipeline orchestration.…
Spam Call Pattern Forecasting System using Support Vector Machines
Build a forecasting system that predicts outcomes early enough for staff to act on them. You will learn responsive UI design, secure coding practices and database schema modelling.…
Worker Safety Gear Compliance Recognition System with Anomaly Flags
Design and build a recognition system that predicts outcomes early enough for staff to act on them. You will learn file storage design, database schema modelling and authentication and role-based access.…
Queue Length at Billing Counters Classification System with Drift Monitoring
Create a classification system with drift Monitoring that gives decision-makers a data-backed recommendation at the right moment. You will learn authentication and role-based access, error monitoring and REST API design.…
River Water Turbidity from Drone Images Classification System using Graph Neural Networks
Build a classification system that gives decision-makers a data-backed recommendation at the right moment. You will learn model evaluation metrics, unit and integration testing and database schema modelling.…
Exam Paper Leak Rumour on Social Media Forecasting System using Transfer Learning
Design and build a forecasting system that gives decision-makers a data-backed recommendation at the right moment. You will learn cloud deployment, REST API design and state management in web apps.…
Noise Pollution Hotspots Prediction System using Natural Language Processing and Voice Interface
Create a prediction system with voice Interface that scores and ranks cases so experts review the riskiest ones first. You will learn containerisation, API rate limiting and message queues.…
Bottle Cap Defect Estimation System using Reinforcement Learning
Build an estimation system that gives decision-makers a data-backed recommendation at the right moment. You will learn unit and integration testing, WebSocket programming and data visualisation.…
Garbage Overflow at Public Bins Forecasting System with Confidence Scores
Create a forecasting system with confidence Scores that learns patterns from historical data and flags cases that need attention. You will learn data visualisation, model evaluation metrics and WebSocket programming.…
Hospital Bed Demand Detection System with Edge Deployment
Design and build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn geospatial queries, database schema modelling and containerisation.…
Parking Occupancy from CCTV Forecasting System with Real-Time Alerts
Build a forecasting system that turns raw records into predictions with clear explanations. You will learn pipeline orchestration, feature engineering and model evaluation metrics.…
Chess Move Quality Grading Monitoring System with Model Retraining Pipeline
Create a monitoring system with model Retraining Pipeline that gives decision-makers a data-backed recommendation at the right moment. You will learn hyperparameter tuning, secure coding practices and containerisation.…
Natural Language Processing-Based Garbage Overflow at Public Bins Assessment Platform
Design and build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn caching strategies, message queues and hyperparameter tuning.…
Metro Station Footfall Prediction System using Computer Vision
Create a prediction system with explainable Outputs that turns raw records into predictions with clear explanations. You will learn data visualisation, feature engineering and search indexing.…
Forest Fire Smoke from Watchtower Cameras Classification System with Voice Interface
Create a classification system with voice Interface that turns raw records into predictions with clear explanations. You will learn secure coding practices, containerisation and REST API design.…
Time-Series Modelling-Based Parking Occupancy from CCTV Classification System
Create a classification system with dashboard Visualisation that classifies incoming items automatically and routes exceptions to humans. You will learn message queues, caching strategies and cloud deployment.…
Warehouse Pallet Counting Screening Tool with Dashboard Visualisation
Build a screening tool that automates a judgement task that today takes hours of manual effort. You will learn message queues, feature engineering and state management in web apps.…
Music Mood from Audio Features Chat Assistant using Transfer Learning and Voice Interface
Build a chat assistant that detects abnormal patterns and raises alerts with supporting evidence. You will learn error monitoring, message queues and containerisation.…
Steel Surface Defect Recognition System using Graph Neural Networks
Create a recognition system with multilingual Support that learns patterns from historical data and flags cases that need attention. You will learn model evaluation metrics, database schema modelling and background job s…
Gradient Boosting-Based Queue Length at Billing Counters Prediction Platform
Design and build a prediction platform that scores and ranks cases so experts review the riskiest ones first. You will learn cloud deployment, error monitoring and data visualisation.…
Exam Paper Leak Rumour on Social Media Prioritisation Engine using Random Forests and Dashboard Visualisation
Design and build a prioritisation engine that turns raw records into predictions with clear explanations. You will learn file storage design, REST API design and CI/CD pipelines.…
Resume Screening for Campus Drives Estimation System with Model Retraining Pipeline
Create an estimation system with model Retraining Pipeline that scores and ranks cases so experts review the riskiest ones first. You will learn responsive UI design, database schema modelling and API rate limiting.…
Cricket Match Win Probability Scoring System with Drift Monitoring
Design and build a scoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn state management in web apps, background job scheduling and performance profiling.…
Noise Pollution Hotspots Prediction System with Anomaly Flags
Create a prediction system with anomaly Flags that classifies incoming items automatically and routes exceptions to humans. You will learn state management in web apps, authentication and role-based access and unit and i…
AI-Powered Used Car Price Screening Tool
Create a screening tool with real-time Alerts that detects abnormal patterns and raises alerts with supporting evidence. You will learn feature engineering, unit and integration testing and error monitoring.…
Motor Vibration Fault Scoring System using Ensemble Learning and Dashboard Visualisation
Create a scoring system with dashboard Visualisation that turns raw records into predictions with clear explanations. You will learn secure coding practices, feature engineering and file storage design.…
River Water Turbidity from Drone Images Screening Tool using Explainable AI
Create a screening tool with multilingual Support that scores and ranks cases so experts review the riskiest ones first. You will learn unit and integration testing, hyperparameter tuning and background job scheduling.…
Motor Vibration Fault Recognition System using Explainable AI and Report Generation
Build a recognition system that classifies incoming items automatically and routes exceptions to humans. You will learn cloud deployment, secure coding practices and file storage design.…
Retail Shelf Stock-Out Prediction Platform with Mobile Inference
Design and build a prediction platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn data visualisation, feature engineering and background job scheduling.…
Bus Passenger Crowding Forecasting System with Drift Monitoring
Design and build a forecasting system that turns raw records into predictions with clear explanations. You will learn secure coding practices, data cleaning with pandas and containerisation.…
Electricity Theft from Meter Readings Assessment Platform with Explainable Outputs
Build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn REST API design, state management in web apps and file storage design.…
Crop Leaf Disease from Field Photos Screening Tool with Human-in-the-Loop Review
Design and build a screening tool that detects abnormal patterns and raises alerts with supporting evidence. You will learn error monitoring, CI/CD pipelines and WebSocket programming.…
Warehouse Pallet Counting Prioritisation Engine using Gradient Boosting and Mobile Inference
Build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn containerisation, file storage design and WebSocket programming.…
PCB Solder Defect Scoring System with Batch Scoring
Design and build a scoring system that scores and ranks cases so experts review the riskiest ones first. You will learn CI/CD pipelines, WebSocket programming and error monitoring.…
Worker Safety Gear Compliance Assessment Platform with Mobile Inference
Design and build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn search indexing, data cleaning with pandas and background job scheduling.…
Random Forests-Based Motor Vibration Fault Grading System
Create a grading system with dashboard Visualisation that turns raw records into predictions with clear explanations. You will learn API rate limiting, data cleaning with pandas and caching strategies.…
Traffic Signal Violation Forecasting System using Ensemble Learning
Create a forecasting system with human-in-the-loop Review that classifies incoming items automatically and routes exceptions to humans. You will learn cloud deployment, unit and integration testing and model evaluation m…
Lecture Video Chaptering Alert System using Support Vector Machines
Create an alert system with explainable Outputs that gives decision-makers a data-backed recommendation at the right moment. You will learn WebSocket programming, data visualisation and geospatial queries.…
Lip Reading for Silent Speech Chat Assistant with Multilingual Support
Create a chat assistant with multilingual Support that learns patterns from historical data and flags cases that need attention. You will learn CI/CD pipelines, data cleaning with pandas and search indexing.…
Deep Learning-Based Bird Call Species Identification Recognition System
Build a recognition system that turns raw records into predictions with clear explanations. You will learn API rate limiting, caching strategies and data visualisation.…
Reinforcement Learning-Based Construction Progress from Site Photos Alert System
Build an alert system that scores and ranks cases so experts review the riskiest ones first. You will learn state management in web apps, cloud deployment and CI/CD pipelines.…
Traffic Signal Violation Monitoring System with Drift Monitoring
Build a monitoring system that turns raw records into predictions with clear explanations. You will learn caching strategies, data visualisation and unit and integration testing.…
Traffic Signal Violation Classification System with Confidence Scores
Build a classification system that predicts outcomes early enough for staff to act on them. You will learn message queues, model evaluation metrics and containerisation.…
Queue Length at Billing Counters Monitoring System with Real-Time Alerts
Build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn performance profiling, background job scheduling and pipeline orchestration.…
Time-Series Modelling-Based Crop Leaf Disease from Field Photos Detection System
Create a detection system with mobile Inference that scores and ranks cases so experts review the riskiest ones first. You will learn data cleaning with pandas, model evaluation metrics and WebSocket programming.…
Queue Length at Billing Counters Decision Support System using Graph Neural Networks and Drift Monitoring
Design and build a decision support system that predicts outcomes early enough for staff to act on them. You will learn geospatial queries, background job scheduling and CI/CD pipelines.…
Traffic Signal Violation Decision Support System with Human-in-the-Loop Review
Design and build a decision support system that classifies incoming items automatically and routes exceptions to humans. You will learn search indexing, WebSocket programming and state management in web apps.…
Deep Learning-Based Movie Box Office from Trailer Buzz Decision Support System
Build a decision support system that detects abnormal patterns and raises alerts with supporting evidence. You will learn pipeline orchestration, hyperparameter tuning and error monitoring.…
House Rent in Tier-2 Cities Recognition System with Confidence Scores
Build a recognition system that scores and ranks cases so experts review the riskiest ones first. You will learn pipeline orchestration, data cleaning with pandas and hyperparameter tuning.…
Spam Call Pattern Prediction System using Gradient Boosting and Batch Scoring
Design and build a prediction system that learns patterns from historical data and flags cases that need attention. You will learn data visualisation, data cleaning with pandas and cloud deployment.…
Queue Length at Billing Counters Search Engine with Report Generation
Build a search engine that predicts outcomes early enough for staff to act on them. You will learn WebSocket programming, search indexing and responsive UI design.…
Music Mood from Audio Features Prioritisation Engine with Report Generation
Build a prioritisation engine that turns raw records into predictions with clear explanations. You will learn CI/CD pipelines, secure coding practices and performance profiling.…
Exam Paper Leak Rumour on Social Media Detection System using Neural Networks and Model Retraining Pipeline
Create a detection system with model Retraining Pipeline that classifies incoming items automatically and routes exceptions to humans. You will learn pipeline orchestration, error monitoring and REST API design.…
Helmet Use at Construction Gates Grading System with Drift Monitoring
Design and build a grading system that classifies incoming items automatically and routes exceptions to humans. You will learn data visualisation, file storage design and background job scheduling.…
Elevator Wait Time Recommendation Engine using Support Vector Machines
Build a recommendation engine that learns patterns from historical data and flags cases that need attention. You will learn unit and integration testing, hyperparameter tuning and model evaluation metrics.…
Answer Sheet Handwriting Classification System with Human-in-the-Loop Review
Design and build a classification system that classifies incoming items automatically and routes exceptions to humans. You will learn file storage design, hyperparameter tuning and responsive UI design.…
Wind Turbine Blade Damage Grading System using Deep Learning and Real-Time Alerts
Create a grading system with real-time Alerts that learns patterns from historical data and flags cases that need attention. You will learn data visualisation, state management in web apps and search indexing.…
Time-Series Modelling-Based Traffic Signal Violation Prediction System
Design and build a prediction system that learns patterns from historical data and flags cases that need attention. You will learn data cleaning with pandas, model evaluation metrics and hyperparameter tuning.…
Road Pothole Severity from Dashcam Frames Forecasting System with Confidence Scores
Build a forecasting system that detects abnormal patterns and raises alerts with supporting evidence. You will learn caching strategies, data cleaning with pandas and error monitoring.…
Food Delivery Time Recognition System with Confidence Scores
Build a recognition system that learns patterns from historical data and flags cases that need attention. You will learn responsive UI design, secure coding practices and cloud deployment.…
House Rent in Tier-2 Cities Screening Tool using Edge AI and Human-in-the-Loop Review
Design and build a screening tool that detects abnormal patterns and raises alerts with supporting evidence. You will learn caching strategies, geospatial queries and pipeline orchestration.…
Poultry Farm Mortality Early Warning Prediction System using Machine Learning
Create a prediction system with confidence Scores that predicts outcomes early enough for staff to act on them. You will learn cloud deployment, model evaluation metrics and background job scheduling.…
Student Attendance from Class Photos Estimation System using Machine Learning and Real-Time Alerts
Create an estimation system with real-time Alerts that classifies incoming items automatically and routes exceptions to humans. You will learn model evaluation metrics, message queues and state management in web apps.…
Graph Neural Networks-Based Fake Job Posting Recognition System
Design and build a recognition system that gives decision-makers a data-backed recommendation at the right moment. You will learn secure coding practices, data visualisation and performance profiling.…
Music Mood from Audio Features Prediction System using Time-Series Modelling
Create a prediction system with human-in-the-loop Review that classifies incoming items automatically and routes exceptions to humans. You will learn responsive UI design, state management in web apps and containerisatio…
PCB Solder Defect Prioritisation Engine with Mobile Inference
Create a prioritisation engine with mobile Inference that turns raw records into predictions with clear explanations. You will learn state management in web apps, error monitoring and responsive UI design.…
Answer Sheet Handwriting Monitoring System using Computer Vision and Model Retraining Pipeline
Create a monitoring system with model Retraining Pipeline that learns patterns from historical data and flags cases that need attention. You will learn message queues, cloud deployment and data cleaning with pandas.…
Podcast Episode Summarisation Recognition System using Neural Networks and Voice Interface
Build a recognition system that gives decision-makers a data-backed recommendation at the right moment. You will learn cloud deployment, containerisation and state management in web apps.…
Transformer Models-Based Bus Passenger Crowding Chat Assistant
Create a chat assistant with model Retraining Pipeline that gives decision-makers a data-backed recommendation at the right moment. You will learn containerisation, data visualisation and pipeline orchestration.…
Explainable AI-Based Bird Call Species Identification Scoring System
Design and build a scoring system that predicts outcomes early enough for staff to act on them. You will learn data cleaning with pandas, API rate limiting and data visualisation.…
Elevator Wait Time Chat Assistant using Gradient Boosting
Create a chat assistant with dashboard Visualisation that gives decision-makers a data-backed recommendation at the right moment. You will learn cloud deployment, secure coding practices and state management in web apps.…
AI-Powered Textile Fabric Defect Forecasting System
Build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn error monitoring, authentication and role-based access and background job scheduling.…
Worker Safety Gear Compliance Search Engine with Real-Time Alerts
Create a search engine with real-time Alerts that scores and ranks cases so experts review the riskiest ones first. You will learn responsive UI design, API rate limiting and feature engineering.…
Bus Passenger Crowding Search Engine using Graph Neural Networks
Build a search engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn caching strategies, geospatial queries and message queues.…
Natural Language Processing-Based Answer Sheet Handwriting Forecasting System
Design and build a forecasting system that turns raw records into predictions with clear explanations. You will learn message queues, file storage design and API rate limiting.…
Electricity Theft from Meter Readings Chat Assistant using Ensemble Learning
Design and build a chat assistant that scores and ranks cases so experts review the riskiest ones first. You will learn authentication and role-based access, error monitoring and performance profiling.…
Food Packet Seal Defect Classification System using Computer Vision
Create a classification system with edge Deployment that predicts outcomes early enough for staff to act on them. You will learn error monitoring, data visualisation and data cleaning with pandas.…
Random Forests-Based Pharmaceutical Tablet Defect Prediction System
Build a prediction system that gives decision-makers a data-backed recommendation at the right moment. You will learn background job scheduling, state management in web apps and responsive UI design.…
Railway Track Defect from Inspection Video Classification System with Model Retraining Pipeline
Create a classification system with model Retraining Pipeline that automates a judgement task that today takes hours of manual effort. You will learn geospatial queries, unit and integration testing and WebSocket program…
PCB Solder Defect Recommendation Engine using Support Vector Machines and Explainable Outputs
Create a recommendation engine with explainable Outputs that learns patterns from historical data and flags cases that need attention. You will learn hyperparameter tuning, model evaluation metrics and data cleaning with…
Bottle Cap Defect Alert System using Transfer Learning
Build an alert system that automates a judgement task that today takes hours of manual effort. You will learn unit and integration testing, feature engineering and containerisation.…
Water Pipeline Leakage from Pressure Data Scoring System using Random Forests and Human-in-the-Loop Review
Build a scoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn data visualisation, WebSocket programming and error monitoring.…
Podcast Episode Summarisation Screening Tool using Ensemble Learning and Multilingual Support
Design and build a screening tool that turns raw records into predictions with clear explanations. You will learn containerisation, data visualisation and authentication and role-based access.…
AI-Powered Pharmaceutical Tablet Defect Search Engine
Create a search engine with confidence Scores that classifies incoming items automatically and routes exceptions to humans. You will learn caching strategies, file storage design and WebSocket programming.…
AI-Powered Spam Call Pattern Search Engine
Create a search engine with batch Scoring that turns raw records into predictions with clear explanations. You will learn WebSocket programming, authentication and role-based access and cloud deployment.…
Queue Length at Billing Counters Forecasting System using Transformer Models
Design and build a forecasting system that learns patterns from historical data and flags cases that need attention. You will learn search indexing, background job scheduling and state management in web apps.…
Elephant Movement Near Rail Tracks Decision Support System using Time-Series Modelling and Model Retraining Pipeline
Build a decision support system that predicts outcomes early enough for staff to act on them. You will learn geospatial queries, hyperparameter tuning and REST API design.…
Workshop Registration Helpdesk System with Multi-Language Support
Create a helpdesk system with multi-language Support that automates routine desk work and cuts manual register keeping. You will learn performance profiling, API rate limiting and data visualisation.…
Smart Clinic Queue Token Tracking System with Feedback Analytics
Design and build a tracking system that manages records end to end and gives admins a live overview. You will learn secure coding practices, search indexing and state management in web apps.…
Helpdesk System for Blood Donation Camp with Document Upload
Build a helpdesk system that matches supply with demand and tracks fulfilment in real time. You will learn data cleaning with pandas, hyperparameter tuning and secure coding practices.…
Coaching Class Batch Learning Platform with Live Notifications and Subscription Plans
Create a learning platform with live Notifications that digitises paper registers with search, filters and exports. You will learn error monitoring, secure coding practices and API rate limiting.…
Service Desk for Gym Trainer Session with Waiting-List Management
Design and build a service desk that automates routine desk work and cuts manual register keeping. You will learn file storage design, state management in web apps and responsive UI design.…
Automated Visa Consultancy Appointment Portal with Analytics Dashboard
Design and build a portal that automates routine desk work and cuts manual register keeping. You will learn caching strategies, data cleaning with pandas and feature engineering.…
Smart Workshop Registration Attendance System with Document Upload
Design and build an attendance system that collects feedback and turns it into actionable service reports. You will learn containerisation, WebSocket programming and error monitoring.…
Smart Vehicle Service History Directory with Inventory Alerts
Build a directory that collects feedback and turns it into actionable service reports. You will learn cloud deployment, hyperparameter tuning and CI/CD pipelines.…
NGO Volunteer Shift Scheduler with Report Generation and Inventory Alerts
Create a scheduler with report Generation that keeps users updated with timely alerts and status tracking. You will learn error monitoring, state management in web apps and background job scheduling.…
Smart Freelance Task Marketplace Community Platform with Waiting-List Management
Design and build a community platform that connects service providers with customers and tracks every request. You will learn database schema modelling, secure coding practices and REST API design.…
Pharmacy Home Delivery Mobile App with Admin Analytics
Build a mobile app that digitises paper registers with search, filters and exports. You will learn unit and integration testing, cloud deployment and database schema modelling.…
Thesis Printing and Binding Order Learning Platform with Geolocation Search and Analytics Dashboard
Design and build a learning platform that lets staff coordinate work through shared queues and dashboards. You will learn pipeline orchestration, error monitoring and containerisation.…
Smart Carpool Coordination for Commuters Service Desk with Live Notifications
Build a service desk that automates routine desk work and cuts manual register keeping. You will learn authentication and role-based access, data visualisation and message queues.…
Automated Alumni Job Referral Web Platform with Role-Based Access
Create a web platform with role-based Access that digitises paper registers with search, filters and exports. You will learn message queues, unit and integration testing and CI/CD pipelines.…
Packers and Movers Booking Inventory System — Bulk SMS Alerts
Design and build an inventory system that automates routine desk work and cuts manual register keeping. You will learn message queues, cloud deployment and database schema modelling.…
Community Platform for Neighbourhood Tool Library with Role-Based Access
Create a community platform with role-based Access that automates routine desk work and cuts manual register keeping. You will learn REST API design, data visualisation and secure coding practices.…
PG and Roommate Finder Examination Portal with Multi-Language Support
Create an examination portal with multi-language Support that handles bookings, confirmations and cancellations in one flow. You will learn error monitoring, geospatial queries and state management in web apps.…
College Bus Pass Renewal Rental Platform — Seat Selection
Design and build a rental platform that digitises paper registers with search, filters and exports. You will learn secure coding practices, CI/CD pipelines and error monitoring.…
Billing System for Library Book Reservation with Photo Verification
Design and build a billing system that lets staff coordinate work through shared queues and dashboards. You will learn feature engineering, CI/CD pipelines and message queues.…
Automated PG and Roommate Finder Directory with Live Notifications
Create a directory with live Notifications that automates routine desk work and cuts manual register keeping. You will learn performance profiling, API rate limiting and search indexing.…
Automated Inter-College Tournament Booking Platform with Digital ID Cards
Design and build a booking platform that connects service providers with customers and tracks every request. You will learn data cleaning with pandas, unit and integration testing and responsive UI design.…
Examination Portal for Thesis Printing and Binding Order with Document Upload
Create an examination portal with document Upload that lets staff coordinate work through shared queues and dashboards. You will learn responsive UI design, state management in web apps and file storage design.…
Tracking System for Home Tutor Booking with Automated Reminders
Create a tracking system with automated Reminders that collects feedback and turns it into actionable service reports. You will learn search indexing, state management in web apps and model evaluation metrics.…
Second-Hand Furniture Exchange Workflow System — Appointment Reminders
Design and build a workflow system that organises schedules, payments and documents in a single place. You will learn hyperparameter tuning, performance profiling and authentication and role-based access.…
Scheduler for Canteen Pre-Order with Digital Receipts
Build a scheduler that automates routine desk work and cuts manual register keeping. You will learn REST API design, data cleaning with pandas and model evaluation metrics.…
Scheduler for Blood Donation Camp with Admin Analytics
Build a scheduler that digitises paper registers with search, filters and exports. You will learn message queues, feature engineering and data cleaning with pandas.…
Club Membership Rental Platform — Photo Verification
Build a rental platform that manages records end to end and gives admins a live overview. You will learn caching strategies, search indexing and data visualisation.…
Automated Tailor Order Scheduler with Report Generation
Build a scheduler that lets staff coordinate work through shared queues and dashboards. You will learn secure coding practices, performance profiling and state management in web apps.…
Community Garden Plot Helpdesk System with Analytics Dashboard
Create a helpdesk system with analytics Dashboard that matches supply with demand and tracks fulfilment in real time. You will learn responsive UI design, feature engineering and data visualisation.…
Coaching Class Batch Service Desk with Role-Based Access and Offline Mode
Create a service desk with role-based Access that collects feedback and turns it into actionable service reports. You will learn REST API design, data cleaning with pandas and file storage design.…
Automated Laundry Pickup Mobile App with Waiting-List Management
Create a mobile app with waiting-list Management that keeps users updated with timely alerts and status tracking. You will learn authentication and role-based access, caching strategies and background job scheduling.…
Donation Drive Feedback System — Live Notifications
Design and build a feedback system that matches supply with demand and tracks fulfilment in real time. You will learn error monitoring, caching strategies and performance profiling.…
Feedback System for Fisherfolk Catch Auction with Live Notifications
Create a feedback system with live Notifications that handles bookings, confirmations and cancellations in one flow. You will learn responsive UI design, data visualisation and background job scheduling.…
Automated Second-Hand Furniture Exchange Feedback System with Admin Analytics
Create a feedback system with admin Analytics that handles bookings, confirmations and cancellations in one flow. You will learn data cleaning with pandas, caching strategies and API rate limiting.…
Alumni Job Referral Community Platform with Subscription Plans and Bulk SMS Alerts
Design and build a community platform that lets staff coordinate work through shared queues and dashboards. You will learn model evaluation metrics, responsive UI design and containerisation.…
Neighbourhood Tool Library Document Manager with Feedback Analytics
Design and build a document manager that handles bookings, confirmations and cancellations in one flow. You will learn API rate limiting, model evaluation metrics and hyperparameter tuning.…
Sports Equipment Booking Scheduler with Feedback Analytics and Inventory Alerts
Build a scheduler that organises schedules, payments and documents in a single place. You will learn data visualisation, pipeline orchestration and CI/CD pipelines.…
Community Garden Plot Dashboard — Digital ID Cards
Design and build a dashboard that organises schedules, payments and documents in a single place. You will learn model evaluation metrics, secure coding practices and search indexing.…
Smart Campus Event Volunteering Dashboard with Inventory Alerts
Design and build a dashboard that matches supply with demand and tracks fulfilment in real time. You will learn state management in web apps, containerisation and authentication and role-based access.…
Smart Coworking Space Desk Billing System with Inventory Alerts
Create a billing system with inventory Alerts that automates routine desk work and cuts manual register keeping. You will learn geospatial queries, search indexing and WebSocket programming.…
Lost Pet Reporting Dashboard with Live Notifications
Create a dashboard with live Notifications that collects feedback and turns it into actionable service reports. You will learn CI/CD pipelines, geospatial queries and performance profiling.…
Packers and Movers Booking Platform with Multi-Branch Support
Design and build a booking platform that collects feedback and turns it into actionable service reports. You will learn geospatial queries, unit and integration testing and performance profiling.…
Billing System for Hackathon Team Finder with Report Generation
Build a billing system that digitises paper registers with search, filters and exports. You will learn cloud deployment, caching strategies and WebSocket programming.…
Smart Pharmacy Home Delivery Subscription Platform with Automated Reminders
Create a subscription platform with automated Reminders that keeps users updated with timely alerts and status tracking. You will learn model evaluation metrics, secure coding practices and pipeline orchestration.…
Subscription Platform for Sports Equipment Booking with Role-Based Access
Create a subscription platform with role-based Access that lets staff coordinate work through shared queues and dashboards. You will learn file storage design, search indexing and secure coding practices.…
Club Membership Mobile App with Document Upload and Multi-Language Support
Create a mobile app with document Upload that collects feedback and turns it into actionable service reports. You will learn secure coding practices, hyperparameter tuning and message queues.…
College Bus Pass Renewal Workflow System — Waiting-List Management
Create a workflow system with waiting-list Management that matches supply with demand and tracks fulfilment in real time. You will learn authentication and role-based access, CI/CD pipelines and containerisation.…
Coaching Class Batch Community Platform — Appointment Reminders
Build a community platform that automates routine desk work and cuts manual register keeping. You will learn secure coding practices, responsive UI design and background job scheduling.…
Automated Hackathon Team Finder Portal with Analytics Dashboard
Design and build a portal that digitises paper registers with search, filters and exports. You will learn performance profiling, secure coding practices and hyperparameter tuning.…
Tracking System for Vehicle Service History with Ratings and Reviews
Build a tracking system that manages records end to end and gives admins a live overview. You will learn message queues, search indexing and REST API design.…
Freelance Design Portfolio Management System — Geolocation Search
Build a management system that organises schedules, payments and documents in a single place. You will learn search indexing, data visualisation and feature engineering.…
Tiffin Service Subscription Directory with Multi-Branch Support
Create a directory with multi-branch Support that keeps users updated with timely alerts and status tracking. You will learn secure coding practices, containerisation and unit and integration testing.…
Tracking System for Canteen Pre-Order with Appointment Reminders
Build a tracking system that handles bookings, confirmations and cancellations in one flow. You will learn containerisation, REST API design and responsive UI design.…
Coworking Space Desk Booking Platform with Chat Support and Role-Based Access
Create a booking platform with chat Support that manages records end to end and gives admins a live overview. You will learn pipeline orchestration, API rate limiting and REST API design.…
Freelance Task Marketplace Helpdesk System with Live Notifications and Admin Analytics
Build a helpdesk system that automates routine desk work and cuts manual register keeping. You will learn error monitoring, message queues and data visualisation.…
Smart Wedding Vendor Booking Workflow System with Live Notifications
Design and build a workflow system that connects service providers with customers and tracks every request. You will learn REST API design, state management in web apps and hyperparameter tuning.…
Automated Fisherfolk Catch Auction Tracking System with Digital Receipts
Create a tracking system with digital Receipts that keeps users updated with timely alerts and status tracking. You will learn model evaluation metrics, WebSocket programming and authentication and role-based access.…
Workshop Registration Helpdesk System with Subscription Plans
Design and build a helpdesk system that automates routine desk work and cuts manual register keeping. You will learn cloud deployment, database schema modelling and message queues.…
Workshop Registration Rental Platform with Report Generation
Design and build a rental platform that keeps users updated with timely alerts and status tracking. You will learn feature engineering, message queues and REST API design.…
Catalogue Platform for Exam Hall Ticket with Calendar Sync
Design and build a catalogue platform that connects service providers with customers and tracks every request. You will learn pipeline orchestration, performance profiling and database schema modelling.…
Sports Equipment Booking Workflow System with Role-Based Access and Analytics Dashboard
Build a workflow system that digitises paper registers with search, filters and exports. You will learn WebSocket programming, CI/CD pipelines and background job scheduling.…
Freelance Task Marketplace Examination Portal — Subscription Plans
Build an examination portal that digitises paper registers with search, filters and exports. You will learn background job scheduling, secure coding practices and CI/CD pipelines.…
Smart Language Exchange Partner Examination Portal with Report Generation
Build an examination portal that lets staff coordinate work through shared queues and dashboards. You will learn database schema modelling, error monitoring and state management in web apps.…
Automated Home Tutor Booking Helpdesk System with Multi-Language Support
Design and build a helpdesk system that keeps users updated with timely alerts and status tracking. You will learn database schema modelling, geospatial queries and message queues.…
Donation Drive Inventory System — Photo Verification
Create an inventory system with photo Verification that keeps users updated with timely alerts and status tracking. You will learn model evaluation metrics, caching strategies and background job scheduling.…
Automated Canteen Pre-Order Feedback System with Role-Based Access
Design and build a feedback system that lets staff coordinate work through shared queues and dashboards. You will learn cloud deployment, API rate limiting and file storage design.…
Automated PG and Roommate Finder Community Platform with Photo Verification
Create a community platform with photo Verification that matches supply with demand and tracks fulfilment in real time. You will learn background job scheduling, REST API design and error monitoring.…
Automated Campus Event Volunteering Community Platform with Geolocation Search
Build a community platform that matches supply with demand and tracks fulfilment in real time. You will learn geospatial queries, message queues and secure coding practices.…
Automated Campus Event Volunteering Directory with QR Code Check-In
Create a directory with QR Code Check-In that manages records end to end and gives admins a live overview. You will learn message queues, caching strategies and performance profiling.…
Coaching Class Batch Rental Platform — Admin Analytics
Build a rental platform that digitises paper registers with search, filters and exports. You will learn authentication and role-based access, responsive UI design and cloud deployment.…
Management System for PG and Roommate Finder with Digital Receipts
Design and build a management system that collects feedback and turns it into actionable service reports. You will learn API rate limiting, REST API design and error monitoring.…
Smart Freelance Design Portfolio Helpdesk System with Multi-Branch Support
Build a helpdesk system that connects service providers with customers and tracks every request. You will learn hyperparameter tuning, background job scheduling and caching strategies.…
Lab Slot Booking Document Manager with Role-Based Access and Live Notifications
Create a document manager with role-based Access that connects service providers with customers and tracks every request. You will learn secure coding practices, authentication and role-based access and data cleaning wit…
Smart Canteen Pre-Order Marketplace with QR Code Check-In
Design and build a marketplace that lets staff coordinate work through shared queues and dashboards. You will learn background job scheduling, search indexing and model evaluation metrics.…
Tracking System for Language Exchange Partner with Chat Support
Create a tracking system with chat Support that manages records end to end and gives admins a live overview. You will learn message queues, pipeline orchestration and unit and integration testing.…
Thesis Printing and Binding Order Rental Platform with Role-Based Access and Bulk SMS Alerts
Design and build a rental platform that connects service providers with customers and tracks every request. You will learn CI/CD pipelines, geospatial queries and REST API design.…
Automated Placement Drive Registration Scheduler with Automated Reminders
Design and build a scheduler that keeps users updated with timely alerts and status tracking. You will learn CI/CD pipelines, background job scheduling and hyperparameter tuning.…
Community Platform for Stationery Store Inventory with Inventory Alerts
Design and build a community platform that collects feedback and turns it into actionable service reports. You will learn cloud deployment, file storage design and containerisation.…
Workshop Registration Billing System with Inventory Alerts
Create a billing system with inventory Alerts that matches supply with demand and tracks fulfilment in real time. You will learn secure coding practices, unit and integration testing and error monitoring.…
Smart Fisherfolk Catch Auction Catalogue Platform with Role-Based Access
Create a catalogue platform with role-based Access that digitises paper registers with search, filters and exports. You will learn containerisation, feature engineering and model evaluation metrics.…
Smart Exam Hall Ticket Management System with Feedback Analytics
Create a management system with feedback Analytics that manages records end to end and gives admins a live overview. You will learn database schema modelling, message queues and geospatial queries.…
Tailor Order Workflow System with Automated Reminders and Geolocation Search
Design and build a workflow system that keeps users updated with timely alerts and status tracking. You will learn error monitoring, authentication and role-based access and data cleaning with pandas.…
Automated Coaching Class Batch Tracking System with Calendar Sync
Build a tracking system that matches supply with demand and tracks fulfilment in real time. You will learn secure coding practices, CI/CD pipelines and responsive UI design.…
Driving School Lesson Portal with Admin Analytics
Create a portal with admin Analytics that lets staff coordinate work through shared queues and dashboards. You will learn model evaluation metrics, cloud deployment and performance profiling.…
Thesis Printing and Binding Order Service Desk with Inventory Alerts and Digital ID Cards
Design and build a service desk that matches supply with demand and tracks fulfilment in real time. You will learn background job scheduling, CI/CD pipelines and state management in web apps.…
Donation Drive Marketplace — Inventory Alerts
Design and build a marketplace that connects service providers with customers and tracks every request. You will learn CI/CD pipelines, API rate limiting and hyperparameter tuning.…
Thesis Printing and Binding Order Scheduler with Digital ID Cards and Multi-Language Support
Design and build a scheduler that digitises paper registers with search, filters and exports. You will learn hyperparameter tuning, responsive UI design and file storage design.…
Community Garden Plot Rental Platform with Chat Support and Live Notifications
Build a rental platform that automates routine desk work and cuts manual register keeping. You will learn performance profiling, model evaluation metrics and REST API design.…
Automated Lab Slot Booking Marketplace with Ratings and Reviews
Create a marketplace with ratings and Reviews that keeps users updated with timely alerts and status tracking. You will learn responsive UI design, API rate limiting and database schema modelling.…
Automated Library Book Reservation Subscription Platform with Multi-Language Support
Build a subscription platform that connects service providers with customers and tracks every request. You will learn data cleaning with pandas, responsive UI design and caching strategies.…
Laundry Pickup Rental Platform — Digital ID Cards
Build a rental platform that connects service providers with customers and tracks every request. You will learn model evaluation metrics, secure coding practices and search indexing.…
Smart Home Tutor Booking Catalogue Platform with Waiting-List Management
Design and build a catalogue platform that keeps users updated with timely alerts and status tracking. You will learn pipeline orchestration, geospatial queries and state management in web apps.…
Hostel Visitor Pass Attendance System with Document Upload
Create an attendance system with document Upload that organises schedules, payments and documents in a single place. You will learn responsive UI design, pipeline orchestration and model evaluation metrics.…
Fisherfolk Catch Auction Subscription Platform — Report Generation
Build a subscription platform that digitises paper registers with search, filters and exports. You will learn error monitoring, data cleaning with pandas and message queues.…
Home Tutor Booking Mobile App — Appointment Reminders
Design and build a mobile app that organises schedules, payments and documents in a single place. You will learn hyperparameter tuning, message queues and containerisation.…
Automated Community Garden Plot Feedback System with Appointment Reminders
Design and build a feedback system that collects feedback and turns it into actionable service reports. You will learn containerisation, feature engineering and secure coding practices.…
Automated Freelance Task Marketplace Attendance System with Admin Analytics
Create an attendance system with admin Analytics that organises schedules, payments and documents in a single place. You will learn file storage design, error monitoring and background job scheduling.…
Smart Clinic Queue Token Scheduler with Appointment Reminders
Design and build a scheduler that matches supply with demand and tracks fulfilment in real time. You will learn performance profiling, hyperparameter tuning and state management in web apps.…
Smart Gym Trainer Session Tracking System with Report Generation
Design and build a tracking system that handles bookings, confirmations and cancellations in one flow. You will learn API rate limiting, hyperparameter tuning and performance profiling.…
Canteen Pre-Order Examination Portal with Offline Mode and Geolocation Search
Design and build an examination portal that handles bookings, confirmations and cancellations in one flow. You will learn performance profiling, responsive UI design and error monitoring.…
Smart Tiffin Service Subscription Portal with Feedback Analytics
Create a portal with feedback Analytics that lets staff coordinate work through shared queues and dashboards. You will learn CI/CD pipelines, background job scheduling and WebSocket programming.…
Smart Community Garden Plot Community Platform with Photo Verification
Build a community platform that handles bookings, confirmations and cancellations in one flow. You will learn authentication and role-based access, unit and integration testing and database schema modelling.…
Second-Hand Furniture Exchange Document Manager with Document Upload and Ratings and Reviews
Create a document manager with document Upload that lets staff coordinate work through shared queues and dashboards. You will learn database schema modelling, geospatial queries and CI/CD pipelines.…
Wedding Vendor Booking Rental Platform with Calendar Sync
Build a rental platform that handles bookings, confirmations and cancellations in one flow. You will learn CI/CD pipelines, hyperparameter tuning and feature engineering.…
Cultural Fest Ticketing Management System with Admin Analytics
Design and build a management system that lets staff coordinate work through shared queues and dashboards. You will learn CI/CD pipelines, performance profiling and state management in web apps.…
Management System for Thrift Store for Students with Digital Receipts
Create a management system with digital Receipts that connects service providers with customers and tracks every request. You will learn performance profiling, authentication and role-based access and database schema mod…
Automated Study Group Finder Booking Platform with Digital ID Cards
Build a booking platform that keeps users updated with timely alerts and status tracking. You will learn hyperparameter tuning, authentication and role-based access and geospatial queries.…
College Bus Pass Renewal Management System — Bulk SMS Alerts
Build a management system that collects feedback and turns it into actionable service reports. You will learn hyperparameter tuning, responsive UI design and API rate limiting.…
Smart Lab Slot Booking Learning Platform with Automated Reminders
Design and build a learning platform that collects feedback and turns it into actionable service reports. You will learn model evaluation metrics, WebSocket programming and performance profiling.…
Home Tutor Booking Examination Portal with QR Code Check-In
Design and build an examination portal that collects feedback and turns it into actionable service reports. You will learn message queues, error monitoring and data visualisation.…
Automated Hostel Visitor Pass Rental Platform with Geolocation Search
Build a rental platform that lets staff coordinate work through shared queues and dashboards. You will learn performance profiling, error monitoring and REST API design.…
Automated Farm Produce Direct Sale Management System with Digital Receipts
Design and build a management system that manages records end to end and gives admins a live overview. You will learn background job scheduling, containerisation and state management in web apps.…
Alumni Job Referral Service Desk — QR Code Check-In
Design and build a service desk that automates routine desk work and cuts manual register keeping. You will learn model evaluation metrics, containerisation and database schema modelling.…
Campus Event Volunteering Portal — Waiting-List Management
Build a portal that matches supply with demand and tracks fulfilment in real time. You will learn pipeline orchestration, background job scheduling and authentication and role-based access.…
Farm Produce Direct Sale Learning Platform with Role-Based Access and Multi-Language Support
Design and build a learning platform that keeps users updated with timely alerts and status tracking. You will learn data cleaning with pandas, API rate limiting and background job scheduling.…
Canteen Pre-Order Mobile App — Photo Verification
Build a mobile app that automates routine desk work and cuts manual register keeping. You will learn authentication and role-based access, data visualisation and model evaluation metrics.…
Alumni Job Referral Feedback System with Multi-Language Support and Offline Mode
Design and build a feedback system that automates routine desk work and cuts manual register keeping. You will learn CI/CD pipelines, model evaluation metrics and cloud deployment.…
Subscription Platform for Clinic Queue Token with QR Code Check-In
Design and build a subscription platform that keeps users updated with timely alerts and status tracking. You will learn geospatial queries, state management in web apps and model evaluation metrics.…
Automated Laundry Pickup Rental Platform with Multi-Language Support
Build a rental platform that keeps users updated with timely alerts and status tracking. You will learn background job scheduling, containerisation and geospatial queries.…
Catalogue Platform for Pharmacy Home Delivery with Role-Based Access
Create a catalogue platform with role-based Access that manages records end to end and gives admins a live overview. You will learn caching strategies, API rate limiting and data visualisation.…
Automated Hackathon Team Finder Marketplace with Multi-Language Support
Build a marketplace that collects feedback and turns it into actionable service reports. You will learn pipeline orchestration, data visualisation and message queues.…
Smart Campus Event Volunteering Document Manager with Report Generation
Create a document manager with report Generation that manages records end to end and gives admins a live overview. You will learn feature engineering, containerisation and caching strategies.…
Mobile App for Exam Hall Ticket with Digital ID Cards
Build a mobile app that collects feedback and turns it into actionable service reports. You will learn WebSocket programming, CI/CD pipelines and message queues.…
Hackathon Team Finder Web Platform with Role-Based Access and Document Upload
Build a web platform that lets staff coordinate work through shared queues and dashboards. You will learn hyperparameter tuning, responsive UI design and REST API design.…
Freelance Design Portfolio Document Manager with Inventory Alerts
Create a document manager with inventory Alerts that lets staff coordinate work through shared queues and dashboards. You will learn message queues, performance profiling and containerisation.…
Vehicle Service History Subscription Platform with Subscription Plans and Inventory Alerts
Design and build a subscription platform that connects service providers with customers and tracks every request. You will learn data visualisation, geospatial queries and API rate limiting.…
Thesis Printing and Binding Order Document Manager with Document Upload and Analytics Dashboard
Build a document manager that collects feedback and turns it into actionable service reports. You will learn performance profiling, unit and integration testing and containerisation.…
Tiffin Service Subscription Management System with Waiting-List Management
Design and build a management system that manages records end to end and gives admins a live overview. You will learn error monitoring, CI/CD pipelines and database schema modelling.…
Vehicle Service History Directory with Photo Verification and Digital Receipts
Build a directory that digitises paper registers with search, filters and exports. You will learn background job scheduling, cloud deployment and WebSocket programming.…
Automated Donation Drive Management System with Geolocation Search
Design and build a management system that manages records end to end and gives admins a live overview. You will learn responsive UI design, state management in web apps and authentication and role-based access.…
Management System for Lab Slot Booking with Multi-Language Support
Create a management system with multi-language Support that lets staff coordinate work through shared queues and dashboards. You will learn cloud deployment, model evaluation metrics and database schema modelling.…
Smart Salon Appointment Dashboard with Inventory Alerts
Design and build a dashboard that automates routine desk work and cuts manual register keeping. You will learn REST API design, CI/CD pipelines and cloud deployment.…
Study Group Finder Feedback System with Subscription Plans and Document Upload
Build a feedback system that automates routine desk work and cuts manual register keeping. You will learn secure coding practices, model evaluation metrics and WebSocket programming.…
Second-Hand Furniture Exchange Helpdesk System — Role-Based Access
Create a helpdesk system with role-based Access that digitises paper registers with search, filters and exports. You will learn pipeline orchestration, cloud deployment and error monitoring.…
Mess Menu and Feedback Helpdesk System with Role-Based Access
Build a helpdesk system that connects service providers with customers and tracks every request. You will learn performance profiling, cloud deployment and feature engineering.…
PG and Roommate Finder Web Platform with QR Code Check-In and Analytics Dashboard
Design and build a web platform that lets staff coordinate work through shared queues and dashboards. You will learn error monitoring, message queues and REST API design.…
Workflow System for Visa Consultancy Appointment with Offline Mode
Build a workflow system that organises schedules, payments and documents in a single place. You will learn API rate limiting, responsive UI design and search indexing.…
Smart Stationery Store Inventory Tracking System with Bulk SMS Alerts
Design and build a tracking system that automates routine desk work and cuts manual register keeping. You will learn WebSocket programming, database schema modelling and pipeline orchestration.…
Club Membership Billing System — Subscription Plans
Build a billing system that keeps users updated with timely alerts and status tracking. You will learn CI/CD pipelines, authentication and role-based access and performance profiling.…
Smart Blood Donation Camp Service Desk with Appointment Reminders
Design and build a service desk that digitises paper registers with search, filters and exports. You will learn performance profiling, feature engineering and model evaluation metrics.…
Coworking Space Desk Marketplace — Subscription Plans
Design and build a marketplace that manages records end to end and gives admins a live overview. You will learn performance profiling, feature engineering and REST API design.…
Feedback System for NGO Volunteer Shift with Live Notifications
Design and build a feedback system that lets staff coordinate work through shared queues and dashboards. You will learn data visualisation, REST API design and hyperparameter tuning.…
Thrift Store for Students Inventory System with Subscription Plans and Geolocation Search
Create an inventory system with subscription Plans that handles bookings, confirmations and cancellations in one flow. You will learn cloud deployment, search indexing and CI/CD pipelines.…
Club Membership Learning Platform with Bulk SMS Alerts and QR Code Check-In
Build a learning platform that matches supply with demand and tracks fulfilment in real time. You will learn authentication and role-based access, cloud deployment and model evaluation metrics.…
Community Platform for Placement Drive Registration with Feedback Analytics
Create a community platform with feedback Analytics that lets staff coordinate work through shared queues and dashboards. You will learn cloud deployment, responsive UI design and state management in web apps.…
Smart Neighbourhood Tool Library Inventory System with Waiting-List Management
Build an inventory system that manages records end to end and gives admins a live overview. You will learn data visualisation, authentication and role-based access and pipeline orchestration.…
Automated Wedding Vendor Booking Directory with Digital ID Cards
Design and build a directory that automates routine desk work and cuts manual register keeping. You will learn secure coding practices, caching strategies and state management in web apps.…
Cultural Fest Ticketing Rental Platform — Chat Support
Build a rental platform that handles bookings, confirmations and cancellations in one flow. You will learn API rate limiting, feature engineering and unit and integration testing.…
Automated Vehicle Service History Tracking System with Analytics Dashboard
Design and build a tracking system that collects feedback and turns it into actionable service reports. You will learn secure coding practices, hyperparameter tuning and WebSocket programming.…
Blood Donation Camp Service Desk with Feedback Analytics and Multi-Branch Support
Build a service desk that digitises paper registers with search, filters and exports. You will learn CI/CD pipelines, background job scheduling and REST API design.…
Thesis Printing and Binding Order Document Manager with Appointment Reminders
Create a document manager with appointment Reminders that handles bookings, confirmations and cancellations in one flow. You will learn WebSocket programming, search indexing and cloud deployment.…
Salon Appointment Billing System with Report Generation
Design and build a billing system that collects feedback and turns it into actionable service reports. You will learn secure coding practices, REST API design and background job scheduling.…
Inter-College Tournament Portal — Digital Receipts
Build a portal that digitises paper registers with search, filters and exports. You will learn unit and integration testing, hyperparameter tuning and state management in web apps.…
Rental Platform for Library Book Reservation with Seat Selection
Design and build a rental platform that collects feedback and turns it into actionable service reports. You will learn error monitoring, hyperparameter tuning and message queues.…
Home Tutor Booking Dashboard with Waiting-List Management and Photo Verification
Build a dashboard that connects service providers with customers and tracks every request. You will learn feature engineering, secure coding practices and state management in web apps.…
Helpdesk System for Pharmacy Home Delivery with Photo Verification
Create a helpdesk system with photo Verification that manages records end to end and gives admins a live overview. You will learn hyperparameter tuning, geospatial queries and database schema modelling.…
Community Garden Plot Marketplace — Waiting-List Management
Create a marketplace with waiting-list Management that digitises paper registers with search, filters and exports. You will learn authentication and role-based access, state management in web apps and file storage design…
Blood Donation Camp Service Desk with QR Code Check-In and Geolocation Search
Create a service desk with QR Code Check-In that keeps users updated with timely alerts and status tracking. You will learn responsive UI design, API rate limiting and secure coding practices.…
Automated Hostel Visitor Pass Subscription Platform with Multi-Branch Support
Build a subscription platform that connects service providers with customers and tracks every request. You will learn data cleaning with pandas, WebSocket programming and CI/CD pipelines.…
Marketplace for Donation Drive with Admin Analytics
Design and build a marketplace that connects service providers with customers and tracks every request. You will learn data visualisation, containerisation and performance profiling.…
Thrift Store for Students Portal with Offline Mode
Design and build a portal that automates routine desk work and cuts manual register keeping. You will learn performance profiling, containerisation and database schema modelling.…
Automated Wedding Vendor Booking Attendance System with Photo Verification
Create an attendance system with photo Verification that automates routine desk work and cuts manual register keeping. You will learn model evaluation metrics, WebSocket programming and data cleaning with pandas.…
Billing System for Second-Hand Furniture Exchange with Photo Verification
Design and build a billing system that matches supply with demand and tracks fulfilment in real time. You will learn data cleaning with pandas, pipeline orchestration and REST API design.…
Smart Driving School Lesson Catalogue Platform with Report Generation
Create a catalogue platform with report Generation that lets staff coordinate work through shared queues and dashboards. You will learn pipeline orchestration, authentication and role-based access and search indexing.…
Mobile App for College Bus Pass Renewal with Offline Mode
Design and build a mobile app that manages records end to end and gives admins a live overview. You will learn authentication and role-based access, caching strategies and responsive UI design.…
Smart Stationery Store Inventory System with Geolocation Search
Design and build an inventory system that digitises paper registers with search, filters and exports. You will learn secure coding practices, cloud deployment and background job scheduling.…
Automated Thesis Printing and Binding Order Web Platform with Multi-Language Support
Build a web platform that lets staff coordinate work through shared queues and dashboards. You will learn model evaluation metrics, unit and integration testing and search indexing.…
Marketplace for Fisherfolk Catch Auction with Multi-Language Support
Design and build a marketplace that organises schedules, payments and documents in a single place. You will learn cloud deployment, pipeline orchestration and model evaluation metrics.…
Automated Pharmacy Home Delivery Helpdesk System with Subscription Plans
Create a helpdesk system with subscription Plans that organises schedules, payments and documents in a single place. You will learn unit and integration testing, secure coding practices and geospatial queries.…
Freelance Design Portfolio Service Desk — Ratings and Reviews
Create a service desk with ratings and Reviews that matches supply with demand and tracks fulfilment in real time. You will learn pipeline orchestration, WebSocket programming and hyperparameter tuning.…
Internship Diary Directory with Ratings and Reviews and Report Generation
Design and build a directory that collects feedback and turns it into actionable service reports. You will learn state management in web apps, performance profiling and pipeline orchestration.…
Smart Placement Drive Registration Mobile App with Digital Receipts
Build a mobile app that keeps users updated with timely alerts and status tracking. You will learn pipeline orchestration, unit and integration testing and secure coding practices.…
Smart Hackathon Team Finder Catalogue Platform with Document Upload
Create a catalogue platform with document Upload that matches supply with demand and tracks fulfilment in real time. You will learn containerisation, model evaluation metrics and feature engineering.…
Portal for Packers and Movers Booking with Photo Verification
Design and build a portal that organises schedules, payments and documents in a single place. You will learn caching strategies, hyperparameter tuning and API rate limiting.…
Cultural Fest Ticketing Tracking System with Digital Receipts and Live Notifications
Create a tracking system with digital Receipts that handles bookings, confirmations and cancellations in one flow. You will learn REST API design, authentication and role-based access and performance profiling.…
Home Tutor Booking Tracking System with Chat Support and Multi-Branch Support
Build a tracking system that lets staff coordinate work through shared queues and dashboards. You will learn containerisation, unit and integration testing and background job scheduling.…
Learning Platform for Hostel Visitor Pass with Calendar Sync
Build a learning platform that handles bookings, confirmations and cancellations in one flow. You will learn model evaluation metrics, geospatial queries and cloud deployment.…
Workshop Registration Inventory System with Offline Mode and Automated Reminders
Design and build an inventory system that matches supply with demand and tracks fulfilment in real time. You will learn API rate limiting, file storage design and model evaluation metrics.…
Automated Sports Equipment Booking Examination Portal with Calendar Sync
Design and build an examination portal that digitises paper registers with search, filters and exports. You will learn model evaluation metrics, geospatial queries and performance profiling.…
Freelance Design Portfolio Inventory System with Admin Analytics and Chat Support
Build an inventory system that digitises paper registers with search, filters and exports. You will learn geospatial queries, authentication and role-based access and REST API design.…
Workflow System for Vehicle Service History with Report Generation
Build a workflow system that keeps users updated with timely alerts and status tracking. You will learn authentication and role-based access, API rate limiting and REST API design.…
Tiffin Service Subscription Helpdesk System with Report Generation and Document Upload
Create a helpdesk system with report Generation that manages records end to end and gives admins a live overview. You will learn CI/CD pipelines, pipeline orchestration and model evaluation metrics.…
Packers and Movers Booking Learning Platform with Photo Verification and Calendar Sync
Create a learning platform with photo Verification that organises schedules, payments and documents in a single place. You will learn search indexing, caching strategies and hyperparameter tuning.…
Packers and Movers Booking Feedback System with Multi-Language Support and Waiting-List Management
Build a feedback system that automates routine desk work and cuts manual register keeping. You will learn hyperparameter tuning, data visualisation and model evaluation metrics.…
Hackathon Team Finder Directory — Bulk SMS Alerts
Build a directory that digitises paper registers with search, filters and exports. You will learn database schema modelling, hyperparameter tuning and data cleaning with pandas.…
Driving School Lesson Scheduler — Calendar Sync
Build a scheduler that handles bookings, confirmations and cancellations in one flow. You will learn REST API design, WebSocket programming and secure coding practices.…
Club Membership Management System with Bulk SMS Alerts
Create a management system with bulk SMS Alerts that keeps users updated with timely alerts and status tracking. You will learn hyperparameter tuning, message queues and REST API design.…
Automated Cultural Fest Ticketing Web Platform with Digital Receipts
Build a web platform that connects service providers with customers and tracks every request. You will learn background job scheduling, data visualisation and responsive UI design.…
Smart NGO Volunteer Shift Web Platform with Photo Verification
Build a web platform that organises schedules, payments and documents in a single place. You will learn responsive UI design, containerisation and CI/CD pipelines.…
PG and Roommate Finder Learning Platform with Digital Receipts and Appointment Reminders
Build a learning platform that collects feedback and turns it into actionable service reports. You will learn model evaluation metrics, secure coding practices and CI/CD pipelines.…
Automated Thrift Store for Students Catalogue Platform with Subscription Plans
Build a catalogue platform that digitises paper registers with search, filters and exports. You will learn state management in web apps, containerisation and WebSocket programming.…
Donation Drive Document Manager with Ratings and Reviews
Design and build a document manager that matches supply with demand and tracks fulfilment in real time. You will learn secure coding practices, feature engineering and file storage design.…
Internship Diary Mobile App with Photo Verification and Offline Mode
Create a mobile app with photo Verification that keeps users updated with timely alerts and status tracking. You will learn data cleaning with pandas, error monitoring and search indexing.…
Laundry Pickup Web Platform with Offline Mode
Build a web platform that collects feedback and turns it into actionable service reports. You will learn error monitoring, hyperparameter tuning and performance profiling.…
Smart NGO Volunteer Shift Service Desk with Analytics Dashboard
Design and build a service desk that matches supply with demand and tracks fulfilment in real time. You will learn pipeline orchestration, CI/CD pipelines and secure coding practices.…
Study Group Finder Management System — Analytics Dashboard
Build a management system that automates routine desk work and cuts manual register keeping. You will learn message queues, REST API design and search indexing.…
Placement Drive Registration Tracking System — Subscription Plans
Design and build a tracking system that digitises paper registers with search, filters and exports. You will learn authentication and role-based access, containerisation and hyperparameter tuning.…
Thrift Store for Students Billing System with Role-Based Access and Chat Support
Design and build a billing system that collects feedback and turns it into actionable service reports. You will learn background job scheduling, database schema modelling and data visualisation.…
Laundry Pickup Dashboard — Geolocation Search
Design and build a dashboard that connects service providers with customers and tracks every request. You will learn CI/CD pipelines, WebSocket programming and feature engineering.…
Smart Hostel Visitor Pass Management System with Inventory Alerts
Design and build a management system that matches supply with demand and tracks fulfilment in real time. You will learn feature engineering, data cleaning with pandas and authentication and role-based access.…
Catalogue Platform for Placement Drive Registration with Offline Mode
Build a catalogue platform that organises schedules, payments and documents in a single place. You will learn secure coding practices, search indexing and REST API design.…
Smart Hackathon Team Finder Workflow System with Ratings and Reviews
Build a workflow system that collects feedback and turns it into actionable service reports. You will learn hyperparameter tuning, REST API design and data visualisation.…
Web Platform for Stationery Store Inventory with Report Generation
Create a web platform with report Generation that matches supply with demand and tracks fulfilment in real time. You will learn caching strategies, data cleaning with pandas and state management in web apps.…
Carpool Coordination for Commuters Management System with Document Upload and Subscription Plans
Design and build a management system that lets staff coordinate work through shared queues and dashboards. You will learn authentication and role-based access, file storage design and data cleaning with pandas.…
Automated Placement Drive Registration Management System with Report Generation
Build a management system that organises schedules, payments and documents in a single place. You will learn model evaluation metrics, CI/CD pipelines and search indexing.…
Automated Second-Hand Furniture Exchange Community Platform with Multi-Branch Support
Build a community platform that organises schedules, payments and documents in a single place. You will learn geospatial queries, message queues and REST API design.…
Portal for Lab Slot Booking with Offline Mode
Design and build a portal that digitises paper registers with search, filters and exports. You will learn responsive UI design, API rate limiting and containerisation.…
Tracking System for Thesis Printing and Binding Order with Admin Analytics
Design and build a tracking system that organises schedules, payments and documents in a single place. You will learn caching strategies, API rate limiting and data cleaning with pandas.…
Smart Fisherfolk Catch Auction Rental Platform with Offline Mode
Build a rental platform that keeps users updated with timely alerts and status tracking. You will learn message queues, CI/CD pipelines and state management in web apps.…
Smart Gym Trainer Session Scheduler with Multi-Language Support
Build a scheduler that handles bookings, confirmations and cancellations in one flow. You will learn search indexing, pipeline orchestration and file storage design.…
Study Group Finder Mobile App with Seat Selection
Build a mobile app that organises schedules, payments and documents in a single place. You will learn data visualisation, data cleaning with pandas and model evaluation metrics.…
Smart Study Group Finder Dashboard with Multi-Branch Support
Create a dashboard with multi-branch Support that automates routine desk work and cuts manual register keeping. You will learn performance profiling, responsive UI design and background job scheduling.…
Driving School Lesson Booking Platform with Photo Verification and QR Code Check-In
Build a booking platform that digitises paper registers with search, filters and exports. You will learn state management in web apps, database schema modelling and feature engineering.…
Automated Workshop Registration Feedback System with Analytics Dashboard
Build a feedback system that matches supply with demand and tracks fulfilment in real time. You will learn authentication and role-based access, API rate limiting and error monitoring.…
Lost Pet Reporting Portal with Digital Receipts and Report Generation
Build a portal that handles bookings, confirmations and cancellations in one flow. You will learn geospatial queries, WebSocket programming and API rate limiting.…
Coworking Space Desk Web Platform with Calendar Sync and Photo Verification
Design and build a web platform that lets staff coordinate work through shared queues and dashboards. You will learn API rate limiting, geospatial queries and hyperparameter tuning.…
Automated Language Exchange Partner Community Platform with Calendar Sync
Build a community platform that manages records end to end and gives admins a live overview. You will learn API rate limiting, data cleaning with pandas and message queues.…
Automated Coaching Class Batch Examination Portal with Feedback Analytics
Build an examination portal that manages records end to end and gives admins a live overview. You will learn data cleaning with pandas, feature engineering and unit and integration testing.…
Lost Pet Reporting Billing System — Analytics Dashboard
Build a billing system that digitises paper registers with search, filters and exports. You will learn data cleaning with pandas, pipeline orchestration and file storage design.…
Lost Pet Reporting Feedback System with Document Upload
Design and build a feedback system that collects feedback and turns it into actionable service reports. You will learn model evaluation metrics, database schema modelling and cloud deployment.…
Automated Language Exchange Partner Marketplace with Multi-Language Support
Design and build a marketplace that matches supply with demand and tracks fulfilment in real time. You will learn search indexing, file storage design and error monitoring.…
Cultural Fest Ticketing Web Platform with QR Code Check-In and Role-Based Access
Create a web platform with QR Code Check-In that keeps users updated with timely alerts and status tracking. You will learn data visualisation, cloud deployment and file storage design.…
Smart Exam Hall Ticket Document Manager with Inventory Alerts
Design and build a document manager that digitises paper registers with search, filters and exports. You will learn model evaluation metrics, hyperparameter tuning and cloud deployment.…
Directory for Workshop Registration with Waiting-List Management
Design and build a directory that connects service providers with customers and tracks every request. You will learn error monitoring, background job scheduling and unit and integration testing.…
Home Tutor Booking Helpdesk System with Report Generation
Build a helpdesk system that organises schedules, payments and documents in a single place. You will learn file storage design, REST API design and search indexing.…
Freelance Task Marketplace Service Desk with Digital Receipts
Create a service desk with digital Receipts that handles bookings, confirmations and cancellations in one flow. You will learn cloud deployment, state management in web apps and authentication and role-based access.…
Automated Hackathon Team Finder Tracking System with Digital ID Cards
Design and build a tracking system that automates routine desk work and cuts manual register keeping. You will learn model evaluation metrics, error monitoring and pipeline orchestration.…
Automated Exam Hall Ticket Helpdesk System with Multi-Branch Support
Design and build a helpdesk system that organises schedules, payments and documents in a single place. You will learn cloud deployment, hyperparameter tuning and data cleaning with pandas.…
Smart Neighbourhood Tool Library Dashboard with Calendar Sync
Create a dashboard with calendar Sync that keeps users updated with timely alerts and status tracking. You will learn data cleaning with pandas, database schema modelling and model evaluation metrics.…
Alumni Job Referral Dashboard with Bulk SMS Alerts
Build a dashboard that matches supply with demand and tracks fulfilment in real time. You will learn file storage design, geospatial queries and data visualisation.…
Freelance Task Marketplace Dashboard — Ratings and Reviews
Build a dashboard that manages records end to end and gives admins a live overview. You will learn responsive UI design, state management in web apps and model evaluation metrics.…
Learning Platform for Pharmacy Home Delivery with Live Notifications
Create a learning platform with live Notifications that lets staff coordinate work through shared queues and dashboards. You will learn WebSocket programming, background job scheduling and file storage design.…
Automated Alumni Job Referral Marketplace with Admin Analytics
Create a marketplace with admin Analytics that handles bookings, confirmations and cancellations in one flow. You will learn authentication and role-based access, geospatial queries and REST API design.…
Wedding Vendor Booking Subscription Platform with Multi-Language Support and Feedback Analytics
Design and build a subscription platform that organises schedules, payments and documents in a single place. You will learn message queues, search indexing and hyperparameter tuning.…
Smart Carpool Coordination for Commuters Community Platform with Feedback Analytics
Design and build a community platform that connects service providers with customers and tracks every request. You will learn WebSocket programming, state management in web apps and model evaluation metrics.…
Tailor Order Mobile App with Multi-Branch Support and QR Code Check-In
Create a mobile app with multi-branch Support that digitises paper registers with search, filters and exports. You will learn feature engineering, caching strategies and secure coding practices.…
Club Membership Inventory System — Report Generation
Design and build an inventory system that automates routine desk work and cuts manual register keeping. You will learn model evaluation metrics, authentication and role-based access and feature engineering.…
Alumni Job Referral Marketplace — Chat Support
Design and build a marketplace that automates routine desk work and cuts manual register keeping. You will learn performance profiling, state management in web apps and background job scheduling.…
Rental Platform for Study Group Finder with Document Upload
Design and build a rental platform that automates routine desk work and cuts manual register keeping. You will learn API rate limiting, cloud deployment and search indexing.…
Smart Wedding Vendor Booking Feedback System with Seat Selection
Design and build a feedback system that lets staff coordinate work through shared queues and dashboards. You will learn CI/CD pipelines, geospatial queries and API rate limiting.…
Examination Portal for NGO Volunteer Shift with Digital ID Cards
Build an examination portal that lets staff coordinate work through shared queues and dashboards. You will learn containerisation, performance profiling and error monitoring.…
Automated Project Team Formation Inventory System with Multi-Branch Support
Design and build an inventory system that manages records end to end and gives admins a live overview. You will learn cloud deployment, state management in web apps and search indexing.…
Automated Hostel Visitor Pass Billing System with Live Notifications
Build a billing system that lets staff coordinate work through shared queues and dashboards. You will learn unit and integration testing, search indexing and message queues.…
Smart Alumni Job Referral Directory with Subscription Plans
Build a directory that keeps users updated with timely alerts and status tracking. You will learn model evaluation metrics, pipeline orchestration and performance profiling.…
Workflow System for Alumni Job Referral with Calendar Sync
Design and build a workflow system that matches supply with demand and tracks fulfilment in real time. You will learn file storage design, secure coding practices and responsive UI design.…
Library Book Reservation Mobile App — Document Upload
Design and build a mobile app that automates routine desk work and cuts manual register keeping. You will learn WebSocket programming, API rate limiting and message queues.…
Directory for Study Group Finder with Live Notifications
Build a directory that organises schedules, payments and documents in a single place. You will learn database schema modelling, WebSocket programming and model evaluation metrics.…
Tracking System for Cultural Fest Ticketing with Role-Based Access
Create a tracking system with role-based Access that digitises paper registers with search, filters and exports. You will learn secure coding practices, background job scheduling and model evaluation metrics.…
Smart Placement Drive Registration Management System with Photo Verification
Build a management system that keeps users updated with timely alerts and status tracking. You will learn data cleaning with pandas, data visualisation and authentication and role-based access.…
Mobile App for Language Exchange Partner with Role-Based Access
Design and build a mobile app that lets staff coordinate work through shared queues and dashboards. You will learn unit and integration testing, caching strategies and authentication and role-based access.…
Internship Diary Service Desk with Waiting-List Management
Create a service desk with waiting-list Management that connects service providers with customers and tracks every request. You will learn secure coding practices, hyperparameter tuning and background job scheduling.…
Catalogue Platform for PG and Roommate Finder with Bulk SMS Alerts
Create a catalogue platform with bulk SMS Alerts that organises schedules, payments and documents in a single place. You will learn geospatial queries, data visualisation and background job scheduling.…
Wedding Vendor Booking Attendance System — Document Upload
Create an attendance system with document Upload that automates routine desk work and cuts manual register keeping. You will learn error monitoring, caching strategies and feature engineering.…
Smart Inter-College Tournament Attendance System with Document Upload
Design and build an attendance system that matches supply with demand and tracks fulfilment in real time. You will learn geospatial queries, message queues and WebSocket programming.…
Blood Donation Camp Directory with Subscription Plans and Digital Receipts
Create a directory with subscription Plans that manages records end to end and gives admins a live overview. You will learn containerisation, file storage design and background job scheduling.…
Clinic Queue Token Tracking System with Role-Based Access and Admin Analytics
Create a tracking system with role-based Access that manages records end to end and gives admins a live overview. You will learn performance profiling, search indexing and caching strategies.…
Project Team Formation Portal — Subscription Plans
Build a portal that digitises paper registers with search, filters and exports. You will learn API rate limiting, data visualisation and REST API design.…
NGO Volunteer Shift Marketplace — Multi-Branch Support
Build a marketplace that digitises paper registers with search, filters and exports. You will learn performance profiling, geospatial queries and authentication and role-based access.…
Freelance Task Marketplace Learning Platform with Geolocation Search and QR Code Check-In
Create a learning platform with geolocation Search that connects service providers with customers and tracks every request. You will learn cloud deployment, hyperparameter tuning and message queues.…
Smart Home Tutor Booking Community Platform with Offline Mode
Design and build a community platform that lets staff coordinate work through shared queues and dashboards. You will learn feature engineering, secure coding practices and geospatial queries.…
Migration Framework for Mid-Day Meal Programme with Anomaly Detection
Build a migration framework that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn geospatial queries, API rate limiting and hyperparameter tuning.…
Zoo Visitor and Animal Care Reporting Platform — Real-Time Ingestion
Build a reporting platform that turns operational data into forecasts leadership can plan with. You will learn background job scheduling, API rate limiting and hyperparameter tuning.…
Museum Visitor Analytics Data Quality Monitor — Interactive Dashboards
Create a data quality monitor with interactive Dashboards that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn background job scheduling, responsive UI design and containe…
Library Membership and Circulation Forecasting Dashboard — Interactive Dashboards
Design and build a forecasting dashboard that cleans, validates and models raw data for business reporting. You will learn REST API design, feature engineering and containerisation.…
Birth and Death Registration Analytics Pipeline with Anomaly Detection and Real-Time Ingestion
Build an analytics pipeline that turns operational data into forecasts leadership can plan with. You will learn CI/CD pipelines, hyperparameter tuning and data visualisation.…
State Bus Transport Operations Streaming Pipeline with Geospatial Maps
Build a streaming pipeline that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn error monitoring, hyperparameter tuning and feature engineering.…
Organ Donation Pledges Forecasting Dashboard with Cohort Analysis
Design and build a forecasting dashboard that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn unit and integration testing, containerisation and geospatial queries.…
News Website Engagement Analytics Dashboard with Interactive Dashboards and Automated Reports
Create an analytics dashboard with interactive Dashboards that turns operational data into forecasts leadership can plan with. You will learn background job scheduling, API rate limiting and message queues.…
EV Charging Station Utilisation ETL Pipeline — Slowly-Changing Dimensions
Create an etl pipeline with slowly-changing Dimensions that gives managers self-service answers without waiting on the data team. You will learn hyperparameter tuning, containerisation and model evaluation metrics.…
Job Portal Application Funnel ETL Pipeline with Geospatial Maps
Design and build an etl pipeline that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn geospatial queries, model evaluation metrics and data visualisation.…
Crop Mandi Prices Visualisation Dashboard with Geospatial Maps and Anomaly Detection
Create a visualisation dashboard with geospatial Maps that tracks data quality issues and alerts owners before reports go wrong. You will learn responsive UI design, performance profiling and REST API design.…
E-Commerce Festival Sale ETL Pipeline with Interactive Dashboards
Build an etl pipeline that turns operational data into forecasts leadership can plan with. You will learn background job scheduling, REST API design and responsive UI design.…
Blood Bank Stock and Demand Governance Dashboard with Data Quality Checks
Create a governance dashboard with data Quality Checks that tracks data quality issues and alerts owners before reports go wrong. You will learn database schema modelling, pipeline orchestration and CI/CD pipelines.…
Monsoon Rainfall Deviation Reporting Platform with Interactive Dashboards
Create a reporting platform with interactive Dashboards that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn unit and integration testing, API rate limiting and data visua…
OTT Viewing Patterns Analytics Dashboard with Row-Level Security
Create an analytics dashboard with row-level Security that gives managers self-service answers without waiting on the data team. You will learn unit and integration testing, model evaluation metrics and performance profi…
Analytics Dashboard for Crop Mandi Prices with Cohort Analysis
Design and build an analytics dashboard that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn data cleaning with pandas, secure coding practices and cloud deployment.…
Groundwater Level Trends Migration Framework with Automated Reports
Design and build a migration framework that gives managers self-service answers without waiting on the data team. You will learn search indexing, unit and integration testing and geospatial queries.…
KPI Dashboard for Airline Delay with Cohort Analysis
Create a kpi dashboard with cohort Analysis that tracks data quality issues and alerts owners before reports go wrong. You will learn data visualisation, model evaluation metrics and containerisation.…
Public Distribution System Grain Movement Data Warehouse with Interactive Dashboards and Cohort Analysis
Build a data warehouse that consolidates years of records into one queryable warehouse. You will learn search indexing, REST API design and containerisation.…
Food Delivery Order Patterns Visualisation Dashboard — Self-Service Queries
Design and build a visualisation dashboard that gives managers self-service answers without waiting on the data team. You will learn cloud deployment, error monitoring and caching strategies.…
Airline Delay Insight Engine with Row-Level Security
Create an insight engine with row-level Security that turns operational data into forecasts leadership can plan with. You will learn background job scheduling, containerisation and feature engineering.…
Ambulance Response Times Reporting Platform with Data Quality Checks and KPI Alerts
Design and build a reporting platform that gives managers self-service answers without waiting on the data team. You will learn unit and integration testing, data cleaning with pandas and message queues.…
Birth and Death Registration Lakehouse Platform with Drill-Down Filters and Geospatial Maps
Create a lakehouse platform with drill-down Filters that consolidates years of records into one queryable warehouse. You will learn responsive UI design, message queues and pipeline orchestration.…
Police Station Case Load KPI Dashboard with KPI Alerts
Build a kpi dashboard that consolidates years of records into one queryable warehouse. You will learn performance profiling, unit and integration testing and geospatial queries.…
Analytics Dashboard for EdTech Course Completion with Slowly-Changing Dimensions
Design and build an analytics dashboard that gives managers self-service answers without waiting on the data team. You will learn cloud deployment, hyperparameter tuning and unit and integration testing.…
Street Vendor Licensing ETL Pipeline with Interactive Dashboards
Create an etl pipeline with interactive Dashboards that turns operational data into forecasts leadership can plan with. You will learn feature engineering, authentication and role-based access and state management in web…
Milk Cooperative Collection Data Quality Monitor — Row-Level Security
Create a data quality monitor with row-level Security that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn performance profiling, REST API design and file storage design.…
E-Commerce Festival Sale Lakehouse Platform with Geospatial Maps
Design and build a lakehouse platform that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn message queues, geospatial queries and hyperparameter tuning.…
Fisheries Landing Centre Reporting Platform with Geospatial Maps and Lineage Tracking
Create a reporting platform with geospatial Maps that streams events in near real time and surfaces trends as they happen. You will learn CI/CD pipelines, geospatial queries and error monitoring.…
ETL Pipeline for EV Charging Station Utilisation with Self-Service Queries
Build an etl pipeline that tracks data quality issues and alerts owners before reports go wrong. You will learn pipeline orchestration, state management in web apps and secure coding practices.…
Groundwater Level Trends Insight Engine — Real-Time Ingestion
Build an insight engine that streams events in near real time and surfaces trends as they happen. You will learn error monitoring, caching strategies and file storage design.…
School Enrolment and Dropout Analytics Dashboard with Row-Level Security and Drill-Down Filters
Build an analytics dashboard that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn containerisation, search indexing and state management in web apps.…
Birth and Death Registration Visualisation Dashboard — Scheduled Exports
Design and build a visualisation dashboard that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn state management in web apps, file storage design and message queues.…
Zoo Visitor and Animal Care Reporting Platform with Data Quality Checks and Automated Reports
Design and build a reporting platform that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn background job scheduling, search indexing and geospatial queries.…
Organ Donation Pledges Insight Engine with Scheduled Exports and Lineage Tracking
Design and build an insight engine that turns operational data into forecasts leadership can plan with. You will learn pipeline orchestration, responsive UI design and data cleaning with pandas.…
Library Membership and Circulation Forecasting Dashboard — Self-Service Queries
Design and build a forecasting dashboard that consolidates years of records into one queryable warehouse. You will learn secure coding practices, pipeline orchestration and authentication and role-based access.…
Lakehouse Platform for Vaccination Drive Coverage with Anomaly Detection
Create a lakehouse platform with anomaly Detection that tracks data quality issues and alerts owners before reports go wrong. You will learn CI/CD pipelines, containerisation and pipeline orchestration.…
Hospital Outpatient Footfall Insight Engine — Lineage Tracking
Design and build an insight engine that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn containerisation, background job scheduling and state management in web apps.…
News Website Engagement Data Quality Monitor with Automated Reports and Data Quality Checks
Build a data quality monitor that cleans, validates and models raw data for business reporting. You will learn message queues, containerisation and responsive UI design.…
Museum Visitor Analytics Visualisation Dashboard with Cohort Analysis
Build a visualisation dashboard that turns operational data into forecasts leadership can plan with. You will learn authentication and role-based access, error monitoring and CI/CD pipelines.…
Data Quality Monitor for City Water Supply and Complaints with Data Quality Checks
Build a data quality monitor that consolidates years of records into one queryable warehouse. You will learn authentication and role-based access, feature engineering and data cleaning with pandas.…
Court Case Pendency Migration Framework with Data Quality Checks and Cohort Analysis
Design and build a migration framework that cleans, validates and models raw data for business reporting. You will learn model evaluation metrics, authentication and role-based access and API rate limiting.…
IPL Auction and Match Lakehouse Platform — Self-Service Queries
Create a lakehouse platform with self-service Queries that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn responsive UI design, geospatial queries and REST API design.…
Hotel Occupancy in Tourist Towns Streaming Pipeline with Real-Time Ingestion
Create a streaming pipeline with real-time Ingestion that streams events in near real time and surfaces trends as they happen. You will learn authentication and role-based access, message queues and unit and integration …
University Examination Results Governance Dashboard with Lineage Tracking and Drill-Down Filters
Design and build a governance dashboard that gives managers self-service answers without waiting on the data team. You will learn performance profiling, cloud deployment and data cleaning with pandas.…
Museum Visitor Analytics Migration Framework with KPI Alerts and Self-Service Queries
Design and build a migration framework that turns operational data into forecasts leadership can plan with. You will learn data visualisation, WebSocket programming and data cleaning with pandas.…
Governance Dashboard for Airline Delay with Scheduled Exports
Build a governance dashboard that turns operational data into forecasts leadership can plan with. You will learn error monitoring, database schema modelling and hyperparameter tuning.…
UPI Transaction Growth Analytics Dashboard with Self-Service Queries
Create an analytics dashboard with self-service Queries that gives managers self-service answers without waiting on the data team. You will learn authentication and role-based access, responsive UI design and file storag…
Airline Delay Insight Engine — Data Quality Checks
Design and build an insight engine that tracks data quality issues and alerts owners before reports go wrong. You will learn pipeline orchestration, responsive UI design and WebSocket programming.…
Reporting Platform for Railway Punctuality with Drill-Down Filters
Create a reporting platform with drill-down Filters that cleans, validates and models raw data for business reporting. You will learn pipeline orchestration, unit and integration testing and CI/CD pipelines.…
Fitness App User Retention Insight Engine with Data Quality Checks
Design and build an insight engine that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn background job scheduling, unit and integration testing and feature engineering.…
Police Station Case Load Insight Engine with Cohort Analysis
Create an insight engine with cohort Analysis that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn pipeline orchestration, WebSocket programming and secure coding practice…
Airline Delay Streaming Pipeline with Row-Level Security and Scheduled Exports
Build a streaming pipeline that gives managers self-service answers without waiting on the data team. You will learn background job scheduling, caching strategies and hyperparameter tuning.…
School Enrolment and Dropout Forecasting Dashboard with Cohort Analysis
Build a forecasting dashboard that turns operational data into forecasts leadership can plan with. You will learn geospatial queries, performance profiling and REST API design.…
Analytics Dashboard for Ride-Hailing Demand and Supply with Data Quality Checks
Create an analytics dashboard with data Quality Checks that turns operational data into forecasts leadership can plan with. You will learn hyperparameter tuning, REST API design and CI/CD pipelines.…
Monsoon Rainfall Deviation Streaming Pipeline with Lineage Tracking and Cohort Analysis
Create a streaming pipeline with lineage Tracking that cleans, validates and models raw data for business reporting. You will learn message queues, data visualisation and state management in web apps.…
Ride-Hailing Demand and Supply Streaming Pipeline with Geospatial Maps
Design and build a streaming pipeline that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn pipeline orchestration, geospatial queries and performance profiling.…
Vaccination Drive Coverage Migration Framework with Row-Level Security and Automated Reports
Create a migration framework with row-level Security that consolidates years of records into one queryable warehouse. You will learn secure coding practices, cloud deployment and background job scheduling.…
Library Membership and Circulation Insight Engine with Scheduled Exports
Build an insight engine that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn data visualisation, cloud deployment and CI/CD pipelines.…
University Examination Results Governance Dashboard with Lineage Tracking and Row-Level Security
Design and build a governance dashboard that cleans, validates and models raw data for business reporting. You will learn message queues, feature engineering and CI/CD pipelines.…
OTT Viewing Patterns Forecasting Dashboard with Interactive Dashboards and KPI Alerts
Create a forecasting dashboard with interactive Dashboards that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn pipeline orchestration, background job scheduling and secure c…
Street Vendor Licensing Migration Framework with Data Quality Checks and Self-Service Queries
Create a migration framework with data Quality Checks that cleans, validates and models raw data for business reporting. You will learn model evaluation metrics, secure coding practices and data cleaning with pandas.…
KPI Dashboard for Railway Punctuality with KPI Alerts
Create a kpi dashboard with KPI Alerts that turns operational data into forecasts leadership can plan with. You will learn feature engineering, file storage design and unit and integration testing.…
Blood Bank Stock and Demand Insight Engine — Self-Service Queries
Create an insight engine with self-service Queries that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn unit and integration testing, state management in web apps and databas…
University Examination Results Lakehouse Platform — Real-Time Ingestion
Create a lakehouse platform with real-time Ingestion that consolidates years of records into one queryable warehouse. You will learn unit and integration testing, data visualisation and message queues.…
Ambulance Response Times Analytics Pipeline with Real-Time Ingestion
Design and build an analytics pipeline that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn cloud deployment, secure coding practices and file storage design.…
Forecasting Dashboard for EV Charging Station Utilisation with Anomaly Detection
Create a forecasting dashboard with anomaly Detection that gives managers self-service answers without waiting on the data team. You will learn message queues, database schema modelling and containerisation.…
Tourism Footfall at Heritage Sites Data Quality Monitor with Drill-Down Filters
Build a data quality monitor that tracks data quality issues and alerts owners before reports go wrong. You will learn API rate limiting, error monitoring and hyperparameter tuning.…
UPI Transaction Growth Reporting Platform with Cohort Analysis and Scheduled Exports
Build a reporting platform that cleans, validates and models raw data for business reporting. You will learn secure coding practices, geospatial queries and pipeline orchestration.…
Fitness App User Retention Migration Framework with Lineage Tracking
Build a migration framework that turns operational data into forecasts leadership can plan with. You will learn API rate limiting, state management in web apps and pipeline orchestration.…
Public Distribution System Grain Movement ETL Pipeline with Geospatial Maps and Real-Time Ingestion
Design and build an etl pipeline that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn pipeline orchestration, unit and integration testing and responsive UI design.…
Job Portal Application Funnel Reporting Platform — Slowly-Changing Dimensions
Create a reporting platform with slowly-changing Dimensions that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn hyperparameter tuning, authentication and role-based acces…
Toll Plaza Traffic Data Warehouse with KPI Alerts and Self-Service Queries
Create a data warehouse with KPI Alerts that consolidates years of records into one queryable warehouse. You will learn model evaluation metrics, message queues and CI/CD pipelines.…
Court Case Pendency Data Warehouse — Geospatial Maps
Design and build a data warehouse that consolidates years of records into one queryable warehouse. You will learn performance profiling, REST API design and cloud deployment.…
Visualisation Dashboard for Hospital Outpatient Footfall with KPI Alerts
Design and build a visualisation dashboard that turns operational data into forecasts leadership can plan with. You will learn CI/CD pipelines, background job scheduling and unit and integration testing.…
Analytics Dashboard for Parking Revenue in Commercial Districts with Lineage Tracking
Create an analytics dashboard with lineage Tracking that tracks data quality issues and alerts owners before reports go wrong. You will learn authentication and role-based access, file storage design and CI/CD pipelines.…
Migration Framework for Blood Bank Stock and Demand with Automated Reports
Design and build a migration framework that tracks data quality issues and alerts owners before reports go wrong. You will learn data visualisation, REST API design and feature engineering.…
News Website Engagement Data Quality Monitor with Self-Service Queries
Design and build a data quality monitor that cleans, validates and models raw data for business reporting. You will learn REST API design, geospatial queries and data visualisation.…
Monsoon Rainfall Deviation Insight Engine with KPI Alerts
Design and build an insight engine that consolidates years of records into one queryable warehouse. You will learn caching strategies, database schema modelling and authentication and role-based access.…
Court Case Pendency ETL Pipeline with Lineage Tracking and Interactive Dashboards
Create an etl pipeline with lineage Tracking that turns operational data into forecasts leadership can plan with. You will learn model evaluation metrics, feature engineering and unit and integration testing.…
Ambulance Response Times Governance Dashboard with Row-Level Security
Build a governance dashboard that turns operational data into forecasts leadership can plan with. You will learn state management in web apps, responsive UI design and data cleaning with pandas.…
Ride-Hailing Demand and Supply Analytics Dashboard with KPI Alerts
Design and build an analytics dashboard that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn CI/CD pipelines, hyperparameter tuning and model evaluation metrics.…
Visualisation Dashboard for Fisheries Landing Centre with Cohort Analysis
Design and build a visualisation dashboard that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn pipeline orchestration, cloud deployment and responsive UI design.…
ETL Pipeline for Food Delivery Order Patterns with KPI Alerts
Create an etl pipeline with KPI Alerts that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn model evaluation metrics, message queues and authentication and role-based access.…
Library Membership and Circulation Migration Framework with Row-Level Security and Interactive Dashboards
Build a migration framework that cleans, validates and models raw data for business reporting. You will learn search indexing, data cleaning with pandas and secure coding practices.…
UPI Transaction Growth ETL Pipeline with Anomaly Detection and Interactive Dashboards
Build an etl pipeline that consolidates years of records into one queryable warehouse. You will learn geospatial queries, file storage design and cloud deployment.…
Zoo Visitor and Animal Care Forecasting Dashboard with Geospatial Maps and Scheduled Exports
Create a forecasting dashboard with geospatial Maps that gives managers self-service answers without waiting on the data team. You will learn containerisation, state management in web apps and API rate limiting.…
Forecasting Dashboard for Tourism Footfall at Heritage Sites with Automated Reports
Design and build a forecasting dashboard that consolidates years of records into one queryable warehouse. You will learn REST API design, database schema modelling and search indexing.…
Insight Engine for EdTech Course Completion with Data Quality Checks
Build an insight engine that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn containerisation, CI/CD pipelines and cloud deployment.…
AI-Powered Code Review Assistant for Student Submissions
Build a reviewer that comments on style, bugs and complexity in student code. You will learn static analysis basics and LLM-assisted feedback design.…
Analytics Dashboard for Vaccination Drive Coverage with Cohort Analysis
Build an analytics dashboard that streams events in near real time and surfaces trends as they happen. You will learn hyperparameter tuning, search indexing and state management in web apps.…
State Bus Transport Operations Governance Dashboard — Cohort Analysis
Build a governance dashboard that tracks data quality issues and alerts owners before reports go wrong. You will learn secure coding practices, error monitoring and message queues.…
Anganwadi Nutrition Indicators Governance Dashboard — Scheduled Exports
Build a governance dashboard that consolidates years of records into one queryable warehouse. You will learn error monitoring, hyperparameter tuning and unit and integration testing.…
ETL Pipeline for EdTech Course Completion with Anomaly Detection
Build an etl pipeline that turns operational data into forecasts leadership can plan with. You will learn data cleaning with pandas, background job scheduling and geospatial queries.…
Airline Delay Data Quality Monitor — Automated Reports
Build a data quality monitor that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn authentication and role-based access, data cleaning with pandas and background job schedulin…
School Enrolment and Dropout KPI Dashboard — Geospatial Maps
Design and build a kpi dashboard that streams events in near real time and surfaces trends as they happen. You will learn feature engineering, error monitoring and hyperparameter tuning.…
Street Vendor Licensing Governance Dashboard with Row-Level Security and Data Quality Checks
Build a governance dashboard that streams events in near real time and surfaces trends as they happen. You will learn caching strategies, model evaluation metrics and data cleaning with pandas.…
Migration Framework for Public Distribution System Grain Movement with Self-Service Queries
Build a migration framework that streams events in near real time and surfaces trends as they happen. You will learn caching strategies, feature engineering and model evaluation metrics.…
Insight Engine for City Water Supply and Complaints with Scheduled Exports
Create an insight engine with scheduled Exports that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn file storage design, data cleaning with pandas and error monitoring.…
Milk Cooperative Collection Reporting Platform — Automated Reports
Create a reporting platform with automated Reports that consolidates years of records into one queryable warehouse. You will learn responsive UI design, data cleaning with pandas and unit and integration testing.…
Multilingual Voice Assistant for Rural Banking Services
Build a voice bot that handles balance and transaction queries in regional languages. You will learn speech pipelines and safe financial dialogue design.…
Groundwater Level Trends Visualisation Dashboard with Self-Service Queries
Build a visualisation dashboard that gives managers self-service answers without waiting on the data team. You will learn cloud deployment, data visualisation and WebSocket programming.…
Museum Visitor Analytics Insight Engine with Drill-Down Filters and KPI Alerts
Create an insight engine with drill-down Filters that streams events in near real time and surfaces trends as they happen. You will learn cloud deployment, secure coding practices and background job scheduling.…
Stock Market Sector Rotation Insight Engine with Data Quality Checks and Drill-Down Filters
Create an insight engine with data Quality Checks that tracks data quality issues and alerts owners before reports go wrong. You will learn search indexing, cloud deployment and state management in web apps.…
Monsoon Rainfall Deviation Visualisation Dashboard with Cohort Analysis
Create a visualisation dashboard with cohort Analysis that turns operational data into forecasts leadership can plan with. You will learn data visualisation, pipeline orchestration and hyperparameter tuning.…
Job Portal Application Funnel KPI Dashboard with Interactive Dashboards and Slowly-Changing Dimensions
Create a kpi dashboard with interactive Dashboards that gives managers self-service answers without waiting on the data team. You will learn REST API design, authentication and role-based access and state management in w…
ETL Pipeline for OTT Viewing Patterns with Lineage Tracking
Design and build an etl pipeline that turns operational data into forecasts leadership can plan with. You will learn hyperparameter tuning, file storage design and state management in web apps.…
Blood Bank Stock and Demand Data Warehouse — Row-Level Security
Build a data warehouse that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn REST API design, secure coding practices and CI/CD pipelines.…
Cinema Screen Occupancy Streaming Pipeline — Data Quality Checks
Design and build a streaming pipeline that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn model evaluation metrics, containerisation and WebSocket programming.…
Insight Engine for OTT Viewing Patterns with Drill-Down Filters
Build an insight engine that consolidates years of records into one queryable warehouse. You will learn hyperparameter tuning, search indexing and cloud deployment.…
IPL Auction and Match Insight Engine with Cohort Analysis
Create an insight engine with cohort Analysis that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn containerisation, geospatial queries and file storage design.…
Deepfake Image and Video Detection System
Build a detector that flags manipulated media with confidence evidence. You will learn forensic features and dataset bias issues.…
Reporting Platform for Mid-Day Meal Programme with Data Quality Checks
Design and build a reporting platform that turns operational data into forecasts leadership can plan with. You will learn API rate limiting, hyperparameter tuning and database schema modelling.…
Tourism Footfall at Heritage Sites Visualisation Dashboard with Self-Service Queries
Build a visualisation dashboard that turns operational data into forecasts leadership can plan with. You will learn unit and integration testing, state management in web apps and responsive UI design.…
Public Distribution System Grain Movement Lakehouse Platform — Scheduled Exports
Build a lakehouse platform that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn secure coding practices, hyperparameter tuning and containerisation.…
Anganwadi Nutrition Indicators Data Warehouse — Automated Reports
Design and build a data warehouse that turns operational data into forecasts leadership can plan with. You will learn REST API design, data visualisation and performance profiling.…
Toll Plaza Traffic Insight Engine with Self-Service Queries and Automated Reports
Build an insight engine that turns operational data into forecasts leadership can plan with. You will learn REST API design, search indexing and containerisation.…
Parking Revenue in Commercial Districts Lakehouse Platform — Geospatial Maps
Design and build a lakehouse platform that consolidates years of records into one queryable warehouse. You will learn data cleaning with pandas, secure coding practices and state management in web apps.…
Insight Engine for Food Delivery Order Patterns with Row-Level Security
Build an insight engine that tracks data quality issues and alerts owners before reports go wrong. You will learn containerisation, responsive UI design and data visualisation.…
Street Vendor Licensing Visualisation Dashboard with Cohort Analysis and Interactive Dashboards
Design and build a visualisation dashboard that cleans, validates and models raw data for business reporting. You will learn unit and integration testing, authentication and role-based access and file storage design.…
Milk Cooperative Collection Insight Engine with Lineage Tracking
Design and build an insight engine that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn data cleaning with pandas, feature engineering and authentication and role-based ac…
Street Vendor Licensing Reporting Platform with Geospatial Maps and Row-Level Security
Build a reporting platform that tracks data quality issues and alerts owners before reports go wrong. You will learn pipeline orchestration, secure coding practices and API rate limiting.…
Smart Waste Segregation Bin with Image Classification
Build a bin that sorts dry, wet and metal waste automatically. You will learn edge ML deployment and mechatronic sorting design.…
News Website Engagement Data Warehouse — Geospatial Maps
Design and build a data warehouse that tracks data quality issues and alerts owners before reports go wrong. You will learn state management in web apps, REST API design and background job scheduling.…
Fitness App User Retention KPI Dashboard with Geospatial Maps
Create a kpi dashboard with geospatial Maps that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn data visualisation, search indexing and secure coding practices.…
Ambulance Response Times Analytics Dashboard with Interactive Dashboards
Build an analytics dashboard that streams events in near real time and surfaces trends as they happen. You will learn database schema modelling, message queues and search indexing.…
Parking Revenue in Commercial Districts Visualisation Dashboard — KPI Alerts
Design and build a visualisation dashboard that gives managers self-service answers without waiting on the data team. You will learn background job scheduling, performance profiling and hyperparameter tuning.…
Stock Market Sector Rotation Analytics Pipeline with Cohort Analysis and Geospatial Maps
Build an analytics pipeline that consolidates years of records into one queryable warehouse. You will learn state management in web apps, search indexing and file storage design.…
Governance Dashboard for Mid-Day Meal Programme with Geospatial Maps
Build a governance dashboard that streams events in near real time and surfaces trends as they happen. You will learn database schema modelling, authentication and role-based access and CI/CD pipelines.…
Lakehouse Platform for Birth and Death Registration with Slowly-Changing Dimensions
Build a lakehouse platform that tracks data quality issues and alerts owners before reports go wrong. You will learn database schema modelling, file storage design and state management in web apps.…
Stock Market Sector Rotation Data Quality Monitor with Real-Time Ingestion
Build a data quality monitor that gives managers self-service answers without waiting on the data team. You will learn containerisation, file storage design and caching strategies.…
Analytics Pipeline for Museum Visitor Analytics with Scheduled Exports
Create an analytics pipeline with scheduled Exports that turns operational data into forecasts leadership can plan with. You will learn hyperparameter tuning, REST API design and caching strategies.…
EV Charging Station Utilisation Forecasting Dashboard with Row-Level Security and Interactive Dashboards
Create a forecasting dashboard with row-level Security that cleans, validates and models raw data for business reporting. You will learn unit and integration testing, data cleaning with pandas and REST API design.…
AI-Based Yoga Pose Correction Trainer
Build a trainer that compares user poses to reference angles and gives corrections. You will learn pose estimation and feedback UX.…
EdTech Course Completion Analytics Pipeline — Lineage Tracking
Design and build an analytics pipeline that turns operational data into forecasts leadership can plan with. You will learn data visualisation, containerisation and error monitoring.…
State Bus Transport Operations ETL Pipeline with Scheduled Exports and Self-Service Queries
Create an etl pipeline with scheduled Exports that tracks data quality issues and alerts owners before reports go wrong. You will learn caching strategies, geospatial queries and data visualisation.…
Anganwadi Nutrition Indicators Visualisation Dashboard — Geospatial Maps
Design and build a visualisation dashboard that turns operational data into forecasts leadership can plan with. You will learn data cleaning with pandas, REST API design and error monitoring.…
Milk Cooperative Collection Analytics Pipeline with Cohort Analysis and Automated Reports
Create an analytics pipeline with cohort Analysis that cleans, validates and models raw data for business reporting. You will learn feature engineering, unit and integration testing and WebSocket programming.…
Analytics Dashboard for Organ Donation Pledges with Self-Service Queries
Design and build an analytics dashboard that tracks data quality issues and alerts owners before reports go wrong. You will learn hyperparameter tuning, WebSocket programming and containerisation.…
Ride-Hailing Demand and Supply Forecasting Dashboard with Anomaly Detection
Design and build a forecasting dashboard that gives managers self-service answers without waiting on the data team. You will learn feature engineering, cloud deployment and data visualisation.…
Library Membership and Circulation Visualisation Dashboard with Cohort Analysis
Design and build a visualisation dashboard that consolidates years of records into one queryable warehouse. You will learn responsive UI design, data visualisation and WebSocket programming.…
Vaccination Drive Coverage Forecasting Dashboard — Drill-Down Filters
Design and build a forecasting dashboard that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn cloud deployment, state management in web apps and unit and integration testi…
Municipal Property Tax Collection Migration Framework with Slowly-Changing Dimensions
Build a migration framework that turns operational data into forecasts leadership can plan with. You will learn containerisation, API rate limiting and background job scheduling.…
Mid-Day Meal Programme Streaming Pipeline with Real-Time Ingestion
Build a streaming pipeline that consolidates years of records into one queryable warehouse. You will learn authentication and role-based access, unit and integration testing and state management in web apps.…
Road Pothole Detection and Municipal Complaint Mapping
Build a system that detects potholes from vehicle footage and maps complaints. You will learn detection pipelines and civic-tech dashboard design.…
Cinema Screen Occupancy Reporting Platform with Anomaly Detection and Slowly-Changing Dimensions
Design and build a reporting platform that turns operational data into forecasts leadership can plan with. You will learn REST API design, performance profiling and hyperparameter tuning.…
Monsoon Rainfall Deviation Forecasting Dashboard with Real-Time Ingestion
Design and build a forecasting dashboard that tracks data quality issues and alerts owners before reports go wrong. You will learn authentication and role-based access, data cleaning with pandas and WebSocket programming…
Fire Station Response Analytics Pipeline with Lineage Tracking and KPI Alerts
Build an analytics pipeline that tracks data quality issues and alerts owners before reports go wrong. You will learn database schema modelling, responsive UI design and geospatial queries.…
EV Charging Station Utilisation ETL Pipeline with Scheduled Exports and Lineage Tracking
Create an etl pipeline with scheduled Exports that cleans, validates and models raw data for business reporting. You will learn file storage design, state management in web apps and cloud deployment.…
Stock Market Sector Rotation Analytics Pipeline with Lineage Tracking
Create an analytics pipeline with lineage Tracking that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn message queues, secure coding practices and database schema modelli…
IPL Auction and Match Streaming Pipeline — Slowly-Changing Dimensions
Design and build a streaming pipeline that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn geospatial queries, CI/CD pipelines and performance profiling.…
Toll Plaza Traffic Migration Framework with Cohort Analysis
Design and build a migration framework that consolidates years of records into one queryable warehouse. You will learn API rate limiting, data visualisation and cloud deployment.…
Parking Revenue in Commercial Districts Analytics Pipeline — Interactive Dashboards
Create an analytics pipeline with interactive Dashboards that consolidates years of records into one queryable warehouse. You will learn hyperparameter tuning, secure coding practices and file storage design.…
State Bus Transport Operations Analytics Dashboard with Cohort Analysis and Real-Time Ingestion
Build an analytics dashboard that consolidates years of records into one queryable warehouse. You will learn REST API design, performance profiling and file storage design.…
Reporting Platform for Food Delivery Order Patterns with Scheduled Exports
Create a reporting platform with scheduled Exports that cleans, validates and models raw data for business reporting. You will learn authentication and role-based access, responsive UI design and background job schedulin…
Resume Parser and Job-Match Chatbot for Campus Placements
Build a placement-cell tool that parses resumes and chats about matching jobs. You will learn information extraction and conversational retrieval.…
Street Vendor Licensing Migration Framework — Automated Reports
Build a migration framework that cleans, validates and models raw data for business reporting. You will learn state management in web apps, database schema modelling and data cleaning with pandas.…
EV Charging Station Utilisation Data Warehouse with Geospatial Maps
Create a data warehouse with geospatial Maps that streams events in near real time and surfaces trends as they happen. You will learn model evaluation metrics, containerisation and error monitoring.…
Groundwater Level Trends ETL Pipeline with KPI Alerts
Create an etl pipeline with KPI Alerts that streams events in near real time and surfaces trends as they happen. You will learn background job scheduling, authentication and role-based access and state management in web …
UPI Transaction Growth Streaming Pipeline with Row-Level Security and Data Quality Checks
Design and build a streaming pipeline that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn performance profiling, pipeline orchestration and responsive UI design.…
Hospital Outpatient Footfall Data Quality Monitor with Automated Reports
Design and build a data quality monitor that consolidates years of records into one queryable warehouse. You will learn hyperparameter tuning, responsive UI design and model evaluation metrics.…
Ride-Hailing Demand and Supply Visualisation Dashboard with Automated Reports
Design and build a visualisation dashboard that consolidates years of records into one queryable warehouse. You will learn CI/CD pipelines, performance profiling and message queues.…
EdTech Course Completion Streaming Pipeline with Cohort Analysis and Geospatial Maps
Create a streaming pipeline with cohort Analysis that streams events in near real time and surfaces trends as they happen. You will learn containerisation, API rate limiting and data visualisation.…
School Enrolment and Dropout Visualisation Dashboard with Real-Time Ingestion and Slowly-Changing Dimensions
Design and build a visualisation dashboard that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn message queues, data visualisation and performance profiling.…
Ride-Hailing Demand and Supply Data Quality Monitor with Lineage Tracking
Design and build a data quality monitor that turns operational data into forecasts leadership can plan with. You will learn background job scheduling, caching strategies and data visualisation.…
Job Portal Application Funnel Streaming Pipeline with Drill-Down Filters
Create a streaming pipeline with drill-down Filters that tracks data quality issues and alerts owners before reports go wrong. You will learn data visualisation, hyperparameter tuning and cloud deployment.…
AI Tutor for Programming Labs with Hint-Based Guidance
Build a tutor that gives graded hints instead of full answers. You will learn sandboxed code execution and pedagogy-aware prompting.…
Street Vendor Licensing Analytics Pipeline — Geospatial Maps
Create an analytics pipeline with geospatial Maps that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn CI/CD pipelines, REST API design and authentication and role-based acce…
Migration Framework for Court Case Pendency with Row-Level Security
Create a migration framework with row-level Security that streams events in near real time and surfaces trends as they happen. You will learn caching strategies, authentication and role-based access and file storage desi…
Mid-Day Meal Programme Analytics Pipeline — KPI Alerts
Create an analytics pipeline with KPI Alerts that turns operational data into forecasts leadership can plan with. You will learn state management in web apps, unit and integration testing and error monitoring.…
E-Commerce Festival Sale Analytics Pipeline with Drill-Down Filters
Build an analytics pipeline that cleans, validates and models raw data for business reporting. You will learn data cleaning with pandas, error monitoring and responsive UI design.…
News Website Engagement Analytics Dashboard — Data Quality Checks
Build an analytics dashboard that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn REST API design, responsive UI design and CI/CD pipelines.…
Street Vendor Licensing Data Warehouse with Cohort Analysis and Slowly-Changing Dimensions
Build a data warehouse that turns operational data into forecasts leadership can plan with. You will learn database schema modelling, REST API design and error monitoring.…
News Website Engagement ETL Pipeline — Slowly-Changing Dimensions
Create an etl pipeline with slowly-changing Dimensions that tracks data quality issues and alerts owners before reports go wrong. You will learn background job scheduling, model evaluation metrics and secure coding pract…
Job Portal Application Funnel Governance Dashboard — Data Quality Checks
Build a governance dashboard that cleans, validates and models raw data for business reporting. You will learn authentication and role-based access, CI/CD pipelines and API rate limiting.…
Data Warehouse for Hospital Outpatient Footfall with Data Quality Checks
Build a data warehouse that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn secure coding practices, authentication and role-based access and pipeline orchestration.…
State Bus Transport Operations Streaming Pipeline with Scheduled Exports and Real-Time Ingestion
Design and build a streaming pipeline that turns operational data into forecasts leadership can plan with. You will learn error monitoring, cloud deployment and state management in web apps.…
Crop Price Prediction and Market Advisory for Farmers
Build a predictor of mandi prices with selling advisories. You will learn time-series features and designing for low-literacy users.…
Vaccination Drive Coverage Migration Framework with Lineage Tracking and Anomaly Detection
Build a migration framework that gives managers self-service answers without waiting on the data team. You will learn unit and integration testing, secure coding practices and message queues.…
Anganwadi Nutrition Indicators Analytics Pipeline with Geospatial Maps and Slowly-Changing Dimensions
Design and build an analytics pipeline that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn geospatial queries, caching strategies and data visualisation.…
Governance Dashboard for Parking Revenue in Commercial Districts with Slowly-Changing Dimensions
Build a governance dashboard that consolidates years of records into one queryable warehouse. You will learn pipeline orchestration, file storage design and geospatial queries.…
UPI Transaction Growth Data Warehouse with Drill-Down Filters and Automated Reports
Design and build a data warehouse that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn containerisation, search indexing and error monitoring.…
Data Quality Monitor for Ambulance Response Times with Automated Reports
Design and build a data quality monitor that tracks data quality issues and alerts owners before reports go wrong. You will learn state management in web apps, caching strategies and unit and integration testing.…
Data Quality Monitor for Street Vendor Licensing with Lineage Tracking
Create a data quality monitor with lineage Tracking that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn cloud deployment, feature engineering and authentication and role-…
Museum Visitor Analytics Dashboard — Anomaly Detection
Design and build an analytics dashboard that tracks data quality issues and alerts owners before reports go wrong. You will learn CI/CD pipelines, feature engineering and unit and integration testing.…
Public Distribution System Grain Movement Analytics Dashboard with Real-Time Ingestion and Anomaly Detection
Design and build an analytics dashboard that consolidates years of records into one queryable warehouse. You will learn data visualisation, model evaluation metrics and performance profiling.…
Zoo Visitor and Animal Care Insight Engine with KPI Alerts and Data Quality Checks
Create an insight engine with KPI Alerts that turns operational data into forecasts leadership can plan with. You will learn error monitoring, authentication and role-based access and responsive UI design.…
Fitness App User Retention Governance Dashboard with Drill-Down Filters
Design and build a governance dashboard that gives managers self-service answers without waiting on the data team. You will learn unit and integration testing, CI/CD pipelines and message queues.…
Medication Reminder and Adherence Tracker for Elderly Care
Build an app that reminds medicines and alerts family on missed doses. You will learn adherence data design and accessible UI for seniors.…
Fisheries Landing Centre KPI Dashboard — Lineage Tracking
Create a kpi dashboard with lineage Tracking that turns operational data into forecasts leadership can plan with. You will learn data cleaning with pandas, unit and integration testing and API rate limiting.…
Cinema Screen Occupancy Insight Engine with Automated Reports and Geospatial Maps
Design and build an insight engine that ingests data from scattered sources and publishes trusted, analysis-ready tables. You will learn pipeline orchestration, file storage design and performance profiling.…
Visualisation Dashboard for Organ Donation Pledges with Drill-Down Filters
Build a visualisation dashboard that cleans, validates and models raw data for business reporting. You will learn caching strategies, message queues and pipeline orchestration.…
City Water Supply and Complaints KPI Dashboard with Cohort Analysis
Build a kpi dashboard that replaces manual spreadsheet reporting with automated, always-fresh dashboards. You will learn REST API design, containerisation and pipeline orchestration.…
Analytics Dashboard for Hospital Outpatient Footfall with Slowly-Changing Dimensions
Build an analytics dashboard that consolidates years of records into one queryable warehouse. You will learn containerisation, performance profiling and WebSocket programming.…
KPI Dashboard for University Examination Results with Self-Service Queries
Create a kpi dashboard with self-service Queries that gives managers self-service answers without waiting on the data team. You will learn file storage design, database schema modelling and feature engineering.…
E-Commerce Festival Sale Reporting Platform with Self-Service Queries
Create a reporting platform with self-service Queries that streams events in near real time and surfaces trends as they happen. You will learn file storage design, model evaluation metrics and message queues.…
Museum Visitor Analytics Dashboard with Geospatial Maps
Design and build an analytics dashboard that streams events in near real time and surfaces trends as they happen. You will learn cloud deployment, REST API design and file storage design.…
Data Quality Monitor for Library Membership and Circulation with Geospatial Maps
Build a data quality monitor that cleans, validates and models raw data for business reporting. You will learn containerisation, API rate limiting and pipeline orchestration.…
Hotel Occupancy in Tourist Towns Reporting Platform with Scheduled Exports and Real-Time Ingestion
Design and build a reporting platform that cleans, validates and models raw data for business reporting. You will learn authentication and role-based access, responsive UI design and file storage design.…
Online Auction Platform with Live Bidding and Anti-Sniping
Build auctions with real-time bids and fair closing rules. You will learn concurrency control and auction state machines.…
Parking Revenue in Commercial Districts Visualisation Dashboard — Data Quality Checks
Design and build a visualisation dashboard that streams events in near real time and surfaces trends as they happen. You will learn pipeline orchestration, cloud deployment and performance profiling.…
Smart Hackathon Submission Platform Backup System with Infrastructure as Code
Design and build a backup system that watches services around the clock and routes alerts to the right owner. You will learn caching strategies, file storage design and error monitoring.…
Automated Multi-Branch Retail Billing Platform with Auto-Scaling
Design and build a platform that automates build, test and release so deployments stop being manual and risky. You will learn performance profiling, WebSocket programming and error monitoring.…
Smart Chat Application Scaling Provisioning Toolkit with Alert Routing
Create a provisioning toolkit with alert Routing that makes rollbacks one-click events with full release history. You will learn state management in web apps, API rate limiting and message queues.…
Hackathon Submission Platform Provisioning Toolkit with Audit Trails and Centralised Logging
Build a provisioning toolkit that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn containerisation, authentication and role-based access and error monitoring.…
Coaching Institute SaaS Platform with Policy Guardrails and Alert Routing
Design and build a platform that watches services around the clock and routes alerts to the right owner. You will learn geospatial queries, database schema modelling and model evaluation metrics.…
Automation Framework for News Portal Traffic Surges with Auto-Scaling
Create an automation framework with auto-scaling that makes rollbacks one-click events with full release history. You will learn data visualisation, cloud deployment and error monitoring.…
Ticket Booking Launch Load Release Manager with Infrastructure as Code
Create a release manager with infrastructure as Code that watches services around the clock and routes alerts to the right owner. You will learn error monitoring, API rate limiting and cloud deployment.…
Payroll Processing Batch Log Aggregation System with Policy Guardrails
Build a log aggregation system that automates build, test and release so deployments stop being manual and risky. You will learn data cleaning with pandas, hyperparameter tuning and file storage design.…
Multi-Branch Retail Billing Migration Toolkit — Alert Routing
Design and build a migration toolkit that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn performance profiling, state management in web apps and search indexing.…
Digital Queue Management for Hospitals and Government Offices
Build token queues with live display boards and SMS-style updates. You will learn queue algorithms and multi-counter workflows.…
Bank Statement Generation Batch Backup System with Cost Alerts
Create a backup system with cost Alerts that automates build, test and release so deployments stop being manual and risky. You will learn background job scheduling, REST API design and CI/CD pipelines.…
Automated Donation Platform During Disasters Observability Dashboard with Cost Alerts
Build an observability dashboard that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn secure coding practices, database schema modelling and containerisation.…
Live Streaming for College Fests Provisioning Toolkit with Self-Healing Restarts
Design and build a provisioning toolkit that centralises logs and metrics so incidents are diagnosed in minutes. You will learn background job scheduling, model evaluation metrics and caching strategies.…
Smart Small Business Invoice SaaS Deployment Pipeline with Disaster Recovery Drills
Build a deployment pipeline that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn API rate limiting, unit and integration testing and error monitoring.…
Automated Photo Sharing for Events Scheduler Service with Policy Guardrails
Build a scheduler service that watches services around the clock and routes alerts to the right owner. You will learn error monitoring, WebSocket programming and model evaluation metrics.…
Student Portfolio Hosting Secrets Manager — Blue-Green Deployments
Design and build a secrets manager that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn state management in web apps, WebSocket programming and responsive UI design.…
Small Business Invoice SaaS Service Mesh Demo Platform with Zero-Downtime Releases
Build a service mesh demo platform that makes rollbacks one-click events with full release history. You will learn containerisation, API rate limiting and message queues.…
Insurance Claim Document Processing Platform with Alert Routing and Disaster Recovery Drills
Build a platform that centralises logs and metrics so incidents are diagnosed in minutes. You will learn error monitoring, authentication and role-based access and hyperparameter tuning.…
Automated Lab Report Portal Migration Toolkit with Alert Routing
Build a migration toolkit that centralises logs and metrics so incidents are diagnosed in minutes. You will learn performance profiling, cloud deployment and file storage design.…
Exam Proctoring Platform Automation Framework with Centralised Logging
Design and build an automation framework that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn background job scheduling, authentication and role-based access and data cleaning with pan…
Pet Adoption and Veterinary Appointment Platform
Build a platform connecting shelters, adopters and vets. You will learn listing workflows, verification flows and appointment scheduling.…
Smart Weather Data Collection Network Monitoring Stack with Audit Trails
Build a monitoring stack that centralises logs and metrics so incidents are diagnosed in minutes. You will learn database schema modelling, error monitoring and geospatial queries.…
Release Manager for Video Conferencing Signalling with Blue-Green Deployments
Design and build a release manager that makes rollbacks one-click events with full release history. You will learn search indexing, error monitoring and cloud deployment.…
Food Delivery Order Bursts Service Mesh Demo Platform — Alert Routing
Create a service mesh demo platform with alert Routing that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn performance profiling, message queues and cloud deployment.…
Hospital Report Delivery Observability Dashboard with Infrastructure as Code
Design and build an observability dashboard that centralises logs and metrics so incidents are diagnosed in minutes. You will learn database schema modelling, hyperparameter tuning and message queues.…
Release Manager for Food Delivery Order Bursts with Multi-Region Failover
Create a release manager with multi-region Failover that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn REST API design, message queues and cloud deployment.…
Smart E-Commerce Flash Sale Readiness Backup System with Cost Alerts
Create a backup system with cost Alerts that makes rollbacks one-click events with full release history. You will learn message queues, data cleaning with pandas and unit and integration testing.…
IoT Telemetry Ingestion Migration Toolkit with Blue-Green Deployments
Create a migration toolkit with blue-green Deployments that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn state management in web apps, data cleaning with pandas and error…
Backup System for Logistics Tracking Platform with Blue-Green Deployments
Design and build a backup system that makes rollbacks one-click events with full release history. You will learn caching strategies, file storage design and secure coding practices.…
Clinic Appointment SaaS Gateway Service with Zero-Downtime Releases and Infrastructure as Code
Create a gateway service with zero-downtime Releases that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn API rate limiting, data visualisation and CI/CD pipelines.…
Automated Food Delivery Order Bursts Cost Optimisation Tool with Auto-Scaling
Build a cost optimisation tool that makes rollbacks one-click events with full release history. You will learn background job scheduling, REST API design and responsive UI design.…
Collaborative Whiteboard for Online Classes with Replay
Build a shared whiteboard whose sessions can be replayed later. You will learn event-stream design and conflict-free sync basics.…
Student Portfolio Hosting Gateway Service — Policy Guardrails
Design and build a gateway service that automates build, test and release so deployments stop being manual and risky. You will learn hyperparameter tuning, message queues and WebSocket programming.…
Cricket Score Live Updates Migration Toolkit with Zero-Downtime Releases
Create a migration toolkit with zero-downtime Releases that makes rollbacks one-click events with full release history. You will learn caching strategies, CI/CD pipelines and hyperparameter tuning.…
Log Aggregation System for Bank Statement Generation Batch with Multi-Region Failover
Create a log aggregation system with multi-region Failover that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn CI/CD pipelines, data cleaning with pandas and model evaluati…
Payroll Processing Batch Gateway Service with Cost Alerts and Policy Guardrails
Build a gateway service that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn hyperparameter tuning, responsive UI design and REST API design.…
Donation Platform During Disasters Deployment Pipeline — Disaster Recovery Drills
Create a deployment pipeline with disaster Recovery Drills that makes rollbacks one-click events with full release history. You will learn database schema modelling, feature engineering and API rate limiting.…
Hospital Report Delivery Scheduler Service — Policy Guardrails
Create a scheduler service with policy Guardrails that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn data cleaning with pandas, pipeline orchestration and data visualisati…
Admission Portal Peak Load Cost Optimisation Tool — Multi-Region Failover
Build a cost optimisation tool that automates build, test and release so deployments stop being manual and risky. You will learn CI/CD pipelines, error monitoring and background job scheduling.…
Smart Government Form Submission Peaks Platform with Cost Alerts
Create a platform with cost Alerts that makes rollbacks one-click events with full release history. You will learn performance profiling, data visualisation and feature engineering.…
Provisioning Toolkit for Lab Report Portal with Zero-Downtime Releases
Design and build a provisioning toolkit that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn state management in web apps, data visualisation and search indexing.…
Chat Application Scaling Service Mesh Demo Platform with Infrastructure as Code
Design and build a service mesh demo platform that watches services around the clock and routes alerts to the right owner. You will learn responsive UI design, search indexing and REST API design.…
Lost and Found Portal for College Campuses
Build a portal where students post and claim lost items. You will learn image-similarity matching and claim verification flows.…
Smart Clinic Appointment SaaS Log Aggregation System with Alert Routing
Design and build a log aggregation system that automates build, test and release so deployments stop being manual and risky. You will learn cloud deployment, pipeline orchestration and CI/CD pipelines.…
Government Form Submission Peaks Monitoring Stack with Blue-Green Deployments and Infrastructure as Code
Build a monitoring stack that watches services around the clock and routes alerts to the right owner. You will learn caching strategies, background job scheduling and secure coding practices.…
Smart Video Conferencing Signalling Log Aggregation System with Infrastructure as Code
Create a log aggregation system with infrastructure as Code that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn cloud deployment, file storage design and containerisation.…
Monitoring Stack for Job Board Platform with Alert Routing
Create a monitoring stack with alert Routing that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn pipeline orchestration, secure coding practices and data visualisation.…
Observability Dashboard for Open-Source Project CI with Infrastructure as Code
Build an observability dashboard that watches services around the clock and routes alerts to the right owner. You will learn WebSocket programming, caching strategies and search indexing.…
Weather Data Collection Network Automation Framework — Policy Guardrails
Build an automation framework that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn performance profiling, unit and integration testing and data visualisation.…
Service Mesh Demo Platform for Logistics Tracking Platform with Auto-Scaling
Design and build a service mesh demo platform that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn feature engineering, cloud deployment and authentication and role-based ac…
Job Board Platform Provisioning Toolkit with Disaster Recovery Drills and Centralised Logging
Design and build a provisioning toolkit that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn state management in web apps, WebSocket programming and hyperparameter tuning.…
Job Board Platform Monitoring Stack with Zero-Downtime Releases
Design and build a monitoring stack that centralises logs and metrics so incidents are diagnosed in minutes. You will learn feature engineering, cloud deployment and geospatial queries.…
Smart Food Delivery Order Bursts Log Aggregation System with Disaster Recovery Drills
Design and build a log aggregation system that centralises logs and metrics so incidents are diagnosed in minutes. You will learn database schema modelling, REST API design and state management in web apps.…
Recipe Finder from Available Ingredients with Nutrition Info
Build a finder that suggests recipes from fridge contents. You will learn ranking logic and nutrition estimation.…
Insurance Claim Document Processing Secrets Manager — Cost Alerts
Build a secrets manager that automates build, test and release so deployments stop being manual and risky. You will learn file storage design, REST API design and authentication and role-based access.…
Smart Student Portfolio Hosting Automation Framework with Self-Healing Restarts
Create an automation framework with self-healing Restarts that automates build, test and release so deployments stop being manual and risky. You will learn REST API design, geospatial queries and caching strategies.…
News Portal Traffic Surges Service Mesh Demo Platform — Audit Trails
Create a service mesh demo platform with audit Trails that automates build, test and release so deployments stop being manual and risky. You will learn model evaluation metrics, hyperparameter tuning and containerisation…
Multi-Branch Retail Billing Platform — Blue-Green Deployments
Create a platform with blue-green Deployments that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn search indexing, file storage design and REST API design.…
Smart Insurance Claim Document Processing Scheduler Service with Self-Healing Restarts
Build a scheduler service that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn authentication and role-based access, cloud deployment and hyperparameter tuning.…
Monitoring Stack for Lab Report Portal with Infrastructure as Code
Design and build a monitoring stack that centralises logs and metrics so incidents are diagnosed in minutes. You will learn cloud deployment, feature engineering and REST API design.…
Government Form Submission Peaks Platform with Blue-Green Deployments
Build a platform that watches services around the clock and routes alerts to the right owner. You will learn database schema modelling, state management in web apps and REST API design.…
Backup System for College Website Hosting with Alert Routing
Build a backup system that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn WebSocket programming, data visualisation and file storage design.…
Lab Report Portal Gateway Service with Policy Guardrails
Design and build a gateway service that centralises logs and metrics so incidents are diagnosed in minutes. You will learn performance profiling, geospatial queries and state management in web apps.…
Multi-Branch Retail Billing Log Aggregation System — Centralised Logging
Build a log aggregation system that makes rollbacks one-click events with full release history. You will learn message queues, unit and integration testing and file storage design.…
GitHub Profile Analyser and Student Portfolio Scorer
Build a tool that scores public coding portfolios with evidence. You will learn API analytics and fair scoring rubric design.…
Photo Sharing for Events Gateway Service with Zero-Downtime Releases
Build a gateway service that watches services around the clock and routes alerts to the right owner. You will learn database schema modelling, authentication and role-based access and WebSocket programming.…
Automation Framework for Insurance Claim Document Processing with Alert Routing
Design and build an automation framework that centralises logs and metrics so incidents are diagnosed in minutes. You will learn model evaluation metrics, CI/CD pipelines and state management in web apps.…
Automated Bank Statement Generation Batch Migration Toolkit with Blue-Green Deployments
Create a migration toolkit with blue-green Deployments that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn search indexing, database schema modelling and state management i…
Observability Dashboard for Photo Sharing for Events with Auto-Scaling
Create an observability dashboard with auto-scaling that watches services around the clock and routes alerts to the right owner. You will learn hyperparameter tuning, pipeline orchestration and data cleaning with pandas.…
Smart Lab Report Portal Scheduler Service with Cost Alerts
Create a scheduler service with cost Alerts that watches services around the clock and routes alerts to the right owner. You will learn model evaluation metrics, geospatial queries and authentication and role-based acces…
EdTech Video Delivery Cost Optimisation Tool — Blue-Green Deployments
Create a cost optimisation tool with blue-green Deployments that automates build, test and release so deployments stop being manual and risky. You will learn cloud deployment, state management in web apps and unit and in…
Donation Platform During Disasters Backup System with Audit Trails
Design and build a backup system that watches services around the clock and routes alerts to the right owner. You will learn responsive UI design, performance profiling and geospatial queries.…
Logistics Tracking Platform Observability Dashboard with Centralised Logging
Design and build an observability dashboard that centralises logs and metrics so incidents are diagnosed in minutes. You will learn pipeline orchestration, API rate limiting and database schema modelling.…
Smart Open-Source Project CI Log Aggregation System with Centralised Logging
Build a log aggregation system that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn secure coding practices, caching strategies and pipeline orchestration.…
Student Portfolio Hosting Log Aggregation System with Alert Routing and Audit Trails
Build a log aggregation system that watches services around the clock and routes alerts to the right owner. You will learn WebSocket programming, error monitoring and CI/CD pipelines.…
Cryptography Playground: RSA, AES and Hashing Visual Lab
Build an interactive lab that visualises classic crypto step by step. You will learn RSA/AES internals and secure parameter choices (educational crypto, not crypto-currency).…
Smart Admission Portal Peak Load Log Aggregation System with Centralised Logging
Build a log aggregation system that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn hyperparameter tuning, responsive UI design and background job scheduling.…
Exam Proctoring Platform Provisioning Toolkit with Audit Trails
Design and build a provisioning toolkit that makes rollbacks one-click events with full release history. You will learn feature engineering, secure coding practices and cloud deployment.…
Platform for Online Exam Portal Traffic Spikes with Multi-Region Failover
Create a platform with multi-region Failover that makes rollbacks one-click events with full release history. You will learn background job scheduling, data visualisation and authentication and role-based access.…
Automated Ticket Booking Launch Load Deployment Pipeline with Centralised Logging
Create a deployment pipeline with centralised Logging that centralises logs and metrics so incidents are diagnosed in minutes. You will learn caching strategies, containerisation and state management in web apps.…
Smart Ticket Booking Launch Load Service Mesh Demo Platform with Zero-Downtime Releases
Design and build a service mesh demo platform that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn geospatial queries, hyperparameter tuning and error monitoring.…
Hackathon Submission Platform Migration Toolkit with Blue-Green Deployments
Build a migration toolkit that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn performance profiling, pipeline orchestration and containerisation.…
Student Portfolio Hosting Migration Toolkit with Zero-Downtime Releases
Build a migration toolkit that automates build, test and release so deployments stop being manual and risky. You will learn file storage design, model evaluation metrics and performance profiling.…
Online Exam Portal Traffic Spikes Deployment Pipeline — Blue-Green Deployments
Design and build a deployment pipeline that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn pipeline orchestration, API rate limiting and WebSocket programming.…
Smart Weather Data Collection Network Backup System with Disaster Recovery Drills
Create a backup system with disaster Recovery Drills that automates build, test and release so deployments stop being manual and risky. You will learn file storage design, feature engineering and data visualisation.…
Service Mesh Demo Platform for Job Board Platform with Multi-Region Failover
Create a service mesh demo platform with multi-region Failover that automates build, test and release so deployments stop being manual and risky. You will learn message queues, search indexing and data cleaning with pand…
Secure Password Manager with Local Vault Encryption
Build a desktop vault that stores passwords encrypted under a master key. You will learn authenticated encryption and key derivation.…
Weather Data Collection Network Deployment Pipeline — Auto-Scaling
Build a deployment pipeline that watches services around the clock and routes alerts to the right owner. You will learn file storage design, containerisation and search indexing.…
Result Publication Day Load Migration Toolkit with Infrastructure as Code
Design and build a migration toolkit that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn error monitoring, feature engineering and caching strategies.…
Smart Election Results Website Observability Dashboard with Audit Trails
Design and build an observability dashboard that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn cloud deployment, unit and integration testing and authentication and role-b…
Monitoring Stack for Exam Proctoring Platform with Infrastructure as Code
Design and build a monitoring stack that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn authentication and role-based access, state management in web apps and file storage design.…
Provisioning Toolkit for Insurance Claim Document Processing with Blue-Green Deployments
Build a provisioning toolkit that centralises logs and metrics so incidents are diagnosed in minutes. You will learn geospatial queries, error monitoring and data visualisation.…
Migration Toolkit for E-Commerce Flash Sale Readiness with Audit Trails
Create a migration toolkit with audit Trails that watches services around the clock and routes alerts to the right owner. You will learn feature engineering, error monitoring and API rate limiting.…
Hospital Report Delivery Deployment Pipeline — Self-Healing Restarts
Build a deployment pipeline that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn background job scheduling, unit and integration testing and hyperparameter tuning.…
Online Exam Portal Traffic Spikes Platform with Disaster Recovery Drills
Design and build a platform that watches services around the clock and routes alerts to the right owner. You will learn data visualisation, authentication and role-based access and database schema modelling.…
Automated News Portal Traffic Surges Observability Dashboard with Auto-Scaling
Create an observability dashboard with auto-scaling that centralises logs and metrics so incidents are diagnosed in minutes. You will learn API rate limiting, data cleaning with pandas and model evaluation metrics.…
News Portal Traffic Surges Log Aggregation System with Policy Guardrails
Build a log aggregation system that automates build, test and release so deployments stop being manual and risky. You will learn caching strategies, CI/CD pipelines and secure coding practices.…
DevOps Health Checker: Service Uptime Monitor with Alerts
Build a monitor that pings services and alerts on downtime. You will learn health-check design and alert deduplication.…
Coaching Institute SaaS Automation Framework — Zero-Downtime Releases
Build an automation framework that centralises logs and metrics so incidents are diagnosed in minutes. You will learn authentication and role-based access, geospatial queries and background job scheduling.…
Monitoring Stack for Photo Sharing for Events with Disaster Recovery Drills
Design and build a monitoring stack that centralises logs and metrics so incidents are diagnosed in minutes. You will learn background job scheduling, responsive UI design and search indexing.…
Smart Job Board Platform Secrets Manager with Auto-Scaling
Create a secrets manager with auto-scaling that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn WebSocket programming, authentication and role-based access and message queues.…
Automated Weather Data Collection Network Deployment Pipeline with Multi-Region Failover
Design and build a deployment pipeline that makes rollbacks one-click events with full release history. You will learn authentication and role-based access, message queues and state management in web apps.…
Scheduler Service for Lab Report Portal with Disaster Recovery Drills
Create a scheduler service with disaster Recovery Drills that automates build, test and release so deployments stop being manual and risky. You will learn background job scheduling, unit and integration testing and cachi…
Government Form Submission Peaks Deployment Pipeline with Multi-Region Failover and Blue-Green Deployments
Build a deployment pipeline that watches services around the clock and routes alerts to the right owner. You will learn model evaluation metrics, cloud deployment and database schema modelling.…
Multi-Branch Retail Billing Service Mesh Demo Platform with Disaster Recovery Drills and Auto-Scaling
Design and build a service mesh demo platform that watches services around the clock and routes alerts to the right owner. You will learn hyperparameter tuning, CI/CD pipelines and error monitoring.…
Rental Listing Platform Migration Toolkit — Infrastructure as Code
Design and build a migration toolkit that makes rollbacks one-click events with full release history. You will learn message queues, pipeline orchestration and state management in web apps.…
Automated Job Board Platform Provisioning Toolkit with Alert Routing
Build a provisioning toolkit that makes rollbacks one-click events with full release history. You will learn REST API design, model evaluation metrics and data visualisation.…
Clinic Appointment SaaS Monitoring Stack with Centralised Logging
Create a monitoring stack with centralised Logging that watches services around the clock and routes alerts to the right owner. You will learn database schema modelling, error monitoring and REST API design.…
Marks Analytics for Teachers: Question-Wise Performance Insights
Build a tool that turns mark sheets into question-wise insights. You will learn outcome-based education (OBE) analytics basics.…
Smart Ticket Booking Launch Load Gateway Service with Blue-Green Deployments
Design and build a gateway service that makes rollbacks one-click events with full release history. You will learn CI/CD pipelines, pipeline orchestration and REST API design.…
Smart Logistics Tracking Platform Release Manager with Multi-Region Failover
Design and build a release manager that automates build, test and release so deployments stop being manual and risky. You will learn secure coding practices, cloud deployment and background job scheduling.…
Clinic Appointment SaaS Gateway Service — Policy Guardrails
Create a gateway service with policy Guardrails that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn state management in web apps, background job scheduling and responsive UI design.…
Small Business Invoice SaaS Deployment Pipeline with Blue-Green Deployments
Design and build a deployment pipeline that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn search indexing, caching strategies and unit and integration testing.…
IoT Telemetry Ingestion Release Manager — Zero-Downtime Releases
Build a release manager that centralises logs and metrics so incidents are diagnosed in minutes. You will learn data visualisation, CI/CD pipelines and database schema modelling.…
Deployment Pipeline for Live Streaming for College Fests with Audit Trails
Design and build a deployment pipeline that centralises logs and metrics so incidents are diagnosed in minutes. You will learn caching strategies, hyperparameter tuning and state management in web apps.…
Insurance Claim Document Processing Service Mesh Demo Platform — Infrastructure as Code
Build a service mesh demo platform that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn REST API design, pipeline orchestration and error monitoring.…
Smart Admission Portal Peak Load Platform with Disaster Recovery Drills
Design and build a platform that watches services around the clock and routes alerts to the right owner. You will learn database schema modelling, file storage design and error monitoring.…
Platform for Food Delivery Order Bursts with Infrastructure as Code
Create a platform with infrastructure as Code that automates build, test and release so deployments stop being manual and risky. You will learn containerisation, CI/CD pipelines and authentication and role-based access.…
Lab Report Portal Cost Optimisation Tool with Self-Healing Restarts and Multi-Region Failover
Create a cost optimisation tool with self-healing Restarts that makes rollbacks one-click events with full release history. You will learn unit and integration testing, state management in web apps and pipeline orchestra…
Timetable Generator with Clash Detection for Departments
Build a generator that schedules classes without faculty/room clashes. You will learn constraint modelling and greedy heuristics.…
Automated Multi-Branch Retail Billing Scheduler Service with Disaster Recovery Drills
Build a scheduler service that makes rollbacks one-click events with full release history. You will learn responsive UI design, CI/CD pipelines and performance profiling.…
Automated Clinic Appointment SaaS Deployment Pipeline with Disaster Recovery Drills
Create a deployment pipeline with disaster Recovery Drills that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn CI/CD pipelines, authentication and role-based access and responsive UI …
Donation Platform During Disasters Cost Optimisation Tool with Auto-Scaling and Blue-Green Deployments
Design and build a cost optimisation tool that automates build, test and release so deployments stop being manual and risky. You will learn file storage design, database schema modelling and background job scheduling.…
Automated Job Board Platform Automation Framework with Zero-Downtime Releases
Build an automation framework that automates build, test and release so deployments stop being manual and risky. You will learn caching strategies, search indexing and file storage design.…
Cricket Score Live Updates Log Aggregation System — Multi-Region Failover
Design and build a log aggregation system that centralises logs and metrics so incidents are diagnosed in minutes. You will learn cloud deployment, error monitoring and responsive UI design.…
Hackathon Submission Platform Release Manager — Audit Trails
Build a release manager that automates build, test and release so deployments stop being manual and risky. You will learn message queues, secure coding practices and API rate limiting.…
Cricket Score Live Updates Provisioning Toolkit — Centralised Logging
Create a provisioning toolkit with centralised Logging that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn file storage design, geospatial queries and error monitoring.…
Automated Weather Data Collection Network Migration Toolkit with Alert Routing
Design and build a migration toolkit that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn message queues, CI/CD pipelines and geospatial queries.…
Hackathon Submission Platform Migration Toolkit — Cost Alerts
Create a migration toolkit with cost Alerts that makes rollbacks one-click events with full release history. You will learn database schema modelling, secure coding practices and data visualisation.…
Election Results Website Log Aggregation System — Auto-Scaling
Create a log aggregation system with auto-scaling that automates build, test and release so deployments stop being manual and risky. You will learn message queues, geospatial queries and authentication and role-based acc…
AI/ML Mini: Skin Lesion Classification with Transfer Learning
Build a classifier demo on public dermatology images. You will learn medical-imaging caveats, class imbalance and responsible reporting.…
Small Business Invoice SaaS Provisioning Toolkit with Disaster Recovery Drills and Cost Alerts
Create a provisioning toolkit with disaster Recovery Drills that automates build, test and release so deployments stop being manual and risky. You will learn cloud deployment, pipeline orchestration and secure coding pra…
Smart Logistics Tracking Platform Gateway Service with Infrastructure as Code
Build a gateway service that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn pipeline orchestration, API rate limiting and background job scheduling.…
Automated Cricket Score Live Updates Service Mesh Demo Platform with Alert Routing
Create a service mesh demo platform with alert Routing that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn search indexing, unit and integration testing and error monitoring.…
Smart Job Board Platform Migration Toolkit with Audit Trails
Design and build a migration toolkit that centralises logs and metrics so incidents are diagnosed in minutes. You will learn error monitoring, geospatial queries and unit and integration testing.…
Chat Application Scaling Secrets Manager — Zero-Downtime Releases
Create a secrets manager with zero-downtime Releases that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn API rate limiting, caching strategies and hyperparameter tuning.…
Smart Food Delivery Order Bursts Observability Dashboard with Centralised Logging
Design and build an observability dashboard that provisions repeatable infrastructure from code instead of click-by-click setup. You will learn background job scheduling, caching strategies and responsive UI design.…
Rental Listing Platform Cost Optimisation Tool with Multi-Region Failover and Disaster Recovery Drills
Create a cost optimisation tool with multi-region Failover that watches services around the clock and routes alerts to the right owner. You will learn model evaluation metrics, feature engineering and performance profili…
Donation Platform During Disasters Provisioning Toolkit with Cost Alerts
Build a provisioning toolkit that watches services around the clock and routes alerts to the right owner. You will learn error monitoring, REST API design and authentication and role-based access.…
Coaching Institute SaaS Automation Framework with Alert Routing and Disaster Recovery Drills
Design and build an automation framework that automates build, test and release so deployments stop being manual and risky. You will learn secure coding practices, responsive UI design and error monitoring.…
Small Business Invoice SaaS Secrets Manager with Infrastructure as Code
Design and build a secrets manager that centralises logs and metrics so incidents are diagnosed in minutes. You will learn hyperparameter tuning, API rate limiting and data cleaning with pandas.…
AI/ML Mini: Speech Command Recognition for Appliance Control
Build a recogniser for a small set of spoken commands. You will learn audio features and small-vocabulary model training.…
Hackathon Submission Platform Deployment Pipeline — Centralised Logging
Design and build a deployment pipeline that centralises logs and metrics so incidents are diagnosed in minutes. You will learn responsive UI design, feature engineering and unit and integration testing.…
Live Streaming for College Fests Release Manager with Disaster Recovery Drills
Design and build a release manager that centralises logs and metrics so incidents are diagnosed in minutes. You will learn message queues, data cleaning with pandas and error monitoring.…
Coaching Institute SaaS Secrets Manager — Infrastructure as Code
Design and build a secrets manager that watches services around the clock and routes alerts to the right owner. You will learn message queues, data visualisation and caching strategies.…
Smart Cricket Score Live Updates Gateway Service with Centralised Logging
Design and build a gateway service that makes rollbacks one-click events with full release history. You will learn message queues, model evaluation metrics and containerisation.…
Admission Portal Peak Load Platform — Infrastructure as Code
Design and build a platform that centralises logs and metrics so incidents are diagnosed in minutes. You will learn data visualisation, pipeline orchestration and CI/CD pipelines.…
Hackathon Submission Platform Backup System with Policy Guardrails
Create a backup system with policy Guardrails that makes rollbacks one-click events with full release history. You will learn REST API design, error monitoring and data visualisation.…
Insurance Claim Document Processing Scheduler Service with Audit Trails
Build a scheduler service that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn error monitoring, search indexing and background job scheduling.…
IoT Telemetry Ingestion Provisioning Toolkit — Auto-Scaling
Create a provisioning toolkit with auto-scaling that centralises logs and metrics so incidents are diagnosed in minutes. You will learn REST API design, state management in web apps and data visualisation.…
Smart News Portal Traffic Surges Backup System with Centralised Logging
Design and build a backup system that watches services around the clock and routes alerts to the right owner. You will learn responsive UI design, model evaluation metrics and CI/CD pipelines.…
Automated Result Publication Day Load Observability Dashboard with Audit Trails
Design and build an observability dashboard that centralises logs and metrics so incidents are diagnosed in minutes. You will learn state management in web apps, geospatial queries and pipeline orchestration.…
Smart Cricket Score Live Updates Observability Dashboard with Auto-Scaling
Build an observability dashboard that centralises logs and metrics so incidents are diagnosed in minutes. You will learn authentication and role-based access, database schema modelling and search indexing.…
Cricket Score Live Updates Deployment Pipeline with Auto-Scaling and Self-Healing Restarts
Create a deployment pipeline with auto-scaling that automates build, test and release so deployments stop being manual and risky. You will learn hyperparameter tuning, geospatial queries and containerisation.…
E-Commerce Flash Sale Readiness Log Aggregation System with Auto-Scaling
Design and build a log aggregation system that automates build, test and release so deployments stop being manual and risky. You will learn feature engineering, geospatial queries and file storage design.…
Backup System for Hackathon Submission Platform with Disaster Recovery Drills
Design and build a backup system that makes rollbacks one-click events with full release history. You will learn hyperparameter tuning, unit and integration testing and data cleaning with pandas.…
Photo Sharing for Events Gateway Service with Self-Healing Restarts and Disaster Recovery Drills
Build a gateway service that automates build, test and release so deployments stop being manual and risky. You will learn performance profiling, feature engineering and data cleaning with pandas.…
Rental Listing Platform Deployment Pipeline with Auto-Scaling
Design and build a deployment pipeline that centralises logs and metrics so incidents are diagnosed in minutes. You will learn data cleaning with pandas, responsive UI design and unit and integration testing.…
Automated Hospital Report Delivery Service Mesh Demo Platform with Audit Trails
Design and build a service mesh demo platform that makes rollbacks one-click events with full release history. You will learn model evaluation metrics, feature engineering and data visualisation.…
Food Delivery Order Bursts Scheduler Service — Centralised Logging
Build a scheduler service that automates build, test and release so deployments stop being manual and risky. You will learn file storage design, containerisation and API rate limiting.…
Smart Multi-Branch Retail Billing Service Mesh Demo Platform with Multi-Region Failover
Build a service mesh demo platform that centralises logs and metrics so incidents are diagnosed in minutes. You will learn database schema modelling, REST API design and secure coding practices.…
Rental Listing Platform Service Mesh Demo Platform — Disaster Recovery Drills
Create a service mesh demo platform with disaster Recovery Drills that automates build, test and release so deployments stop being manual and risky. You will learn background job scheduling, CI/CD pipelines and model eva…
Automated Open-Source Project CI Automation Framework with Zero-Downtime Releases
Build an automation framework that cuts cloud waste by finding idle resources and scheduling shutdowns. You will learn CI/CD pipelines, cloud deployment and caching strategies.…
Smart Fake Customer-Care Number Fraud Alert System with Session Monitoring
Build an alert system that watches for suspicious activity and raises evidence-backed alerts. You will learn feature engineering, authentication and role-based access and message queues.…
Compliance Dashboard for API Key Leakage in Public Repos with Multi-Factor Authentication
Create a compliance dashboard with multi-factor Authentication that hardens access control with strong authentication and least-privilege rules. You will learn search indexing, authentication and role-based access and pe…
Fake Scholarship Website Training Platform — Encrypted Storage
Build a training platform that finds common vulnerabilities before attackers do and documents fixes. You will learn unit and integration testing, CI/CD pipelines and error monitoring.…
Smart School Website Safety Audit Forensics Toolkit with Compliance Checklists
Design and build a forensics toolkit that automates routine security checks that teams skip under pressure. You will learn pipeline orchestration, hyperparameter tuning and responsive UI design.…
Common Service Centre Data Safety Detection System with Vulnerability Reports and Risk Scoring
Create a detection system with vulnerability Reports that hardens access control with strong authentication and least-privilege rules. You will learn API rate limiting, message queues and containerisation.…
Automated CCTV Camera Default Password Risk Forensics Toolkit with Vulnerability Reports
Create a forensics toolkit with vulnerability Reports that watches for suspicious activity and raises evidence-backed alerts. You will learn model evaluation metrics, hyperparameter tuning and data visualisation.…
Smart Fake Customer-Care Number Fraud Forensics Toolkit with Role-Based Policies
Build a forensics toolkit that teaches safe behaviour through realistic, sandboxed exercises. You will learn message queues, REST API design and secure coding practices.…
SIM Swap Fraud Early Signals Monitoring System with Compliance Checklists and Audit Logging
Build a monitoring system that hardens access control with strong authentication and least-privilege rules. You will learn data cleaning with pandas, file storage design and feature engineering.…
Automated Startup SaaS Tenant Isolation Compliance Dashboard with Audit Logging
Design and build a compliance dashboard that teaches safe behaviour through realistic, sandboxed exercises. You will learn API rate limiting, error monitoring and data cleaning with pandas.…
Smart Exam Result Website Defacement Risk Gateway with Risk Scoring
Create a gateway with risk Scoring that automates routine security checks that teams skip under pressure. You will learn database schema modelling, data visualisation and data cleaning with pandas.…
Vendor Email Compromise in SMEs Access Manager with Risk Scoring and Encrypted Storage
Create an access manager with risk Scoring that finds common vulnerabilities before attackers do and documents fixes. You will learn secure coding practices, state management in web apps and unit and integration testing.…
Smart College Portal Login Abuse Scanner with Vulnerability Reports
Design and build a scanner that teaches safe behaviour through realistic, sandboxed exercises. You will learn file storage design, unit and integration testing and API rate limiting.…
Vault for Fake Scholarship Website with Sandboxed Analysis
Design and build a vault that hardens access control with strong authentication and least-privilege rules. You will learn CI/CD pipelines, data visualisation and WebSocket programming.…
Automated Public Wi-Fi Safety for Travellers Training Platform with Sandboxed Analysis
Design and build a training platform that keeps tamper-evident records that auditors can trust. You will learn database schema modelling, file storage design and caching strategies.…
Smart Student Email Phishing Gateway with Audit Logging
Create a gateway with audit Logging that automates routine security checks that teams skip under pressure. You will learn cloud deployment, data cleaning with pandas and search indexing.…
Smart Social Media Account Recovery Scams Honeypot Setup with Session Monitoring
Create a honeypot setup with session Monitoring that teaches safe behaviour through realistic, sandboxed exercises. You will learn secure coding practices, data cleaning with pandas and cloud deployment.…
Vendor Email Compromise in SMEs Audit Toolkit with Audit Logging
Build an audit toolkit that automates routine security checks that teams skip under pressure. You will learn REST API design, state management in web apps and responsive UI design.…
Smart E-Commerce Seller Account Takeover Vault with Threat Alerts
Design and build a vault that automates routine security checks that teams skip under pressure. You will learn model evaluation metrics, hyperparameter tuning and cloud deployment.…
Compliance Dashboard for Fake Delivery SMS Fraud with Vulnerability Reports
Create a compliance dashboard with vulnerability Reports that keeps tamper-evident records that auditors can trust. You will learn REST API design, containerisation and responsive UI design.…
Smart Campus Wi-Fi Rogue Access Points Audit Toolkit with Role-Based Policies
Build an audit toolkit that finds common vulnerabilities before attackers do and documents fixes. You will learn database schema modelling, data visualisation and WebSocket programming.…
Alert System for Common Service Centre Data Safety with Threat Alerts
Design and build an alert system that finds common vulnerabilities before attackers do and documents fixes. You will learn data visualisation, responsive UI design and error monitoring.…
Smart TV and IoT Device Home Network Risk Monitoring System with Multi-Factor Authentication
Build a monitoring system that teaches safe behaviour through realistic, sandboxed exercises. You will learn performance profiling, unit and integration testing and API rate limiting.…
Smart CCTV Camera Default Password Risk Vault with Threat Alerts
Build a vault that automates routine security checks that teams skip under pressure. You will learn secure coding practices, cloud deployment and containerisation.…
School Website Safety Audit Gateway with Automated Backups
Design and build a gateway that hardens access control with strong authentication and least-privilege rules. You will learn geospatial queries, hyperparameter tuning and responsive UI design.…
NGO Donation Page Safety Training Platform — Compliance Checklists
Build a training platform that hardens access control with strong authentication and least-privilege rules. You will learn model evaluation metrics, state management in web apps and containerisation.…
Automated College Portal Login Abuse Honeypot Setup with Audit Logging
Create a honeypot setup with audit Logging that watches for suspicious activity and raises evidence-backed alerts. You will learn CI/CD pipelines, data visualisation and error monitoring.…
Automated Campus Wi-Fi Rogue Access Points Audit Toolkit with Compliance Checklists
Build an audit toolkit that keeps tamper-evident records that auditors can trust. You will learn WebSocket programming, error monitoring and data visualisation.…
Vault for Job Offer Letter Fraud with Threat Alerts
Build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn REST API design, message queues and data cleaning with pandas.…
Smart Family Photo Backup Safety Gateway with Automated Backups
Create a gateway with automated Backups that watches for suspicious activity and raises evidence-backed alerts. You will learn authentication and role-based access, API rate limiting and REST API design.…
Automated Common Service Centre Data Safety Compliance Dashboard with Audit Logging
Create a compliance dashboard with audit Logging that keeps tamper-evident records that auditors can trust. You will learn model evaluation metrics, caching strategies and WebSocket programming.…
Vendor Email Compromise in SMEs Audit Toolkit with Role-Based Policies and Sandboxed Analysis
Build an audit toolkit that teaches safe behaviour through realistic, sandboxed exercises. You will learn database schema modelling, geospatial queries and pipeline orchestration.…
QR Code Payment Tampering Gateway with Multi-Factor Authentication
Create a gateway with multi-factor Authentication that automates routine security checks that teams skip under pressure. You will learn state management in web apps, database schema modelling and search indexing.…
SIM Swap Fraud Early Signals Access Manager — Multi-Factor Authentication
Build an access manager that keeps tamper-evident records that auditors can trust. You will learn data cleaning with pandas, hyperparameter tuning and WebSocket programming.…
Insider Data Download in Small Firms Detection System — Session Monitoring
Create a detection system with session Monitoring that teaches safe behaviour through realistic, sandboxed exercises. You will learn model evaluation metrics, cloud deployment and API rate limiting.…
Password Hygiene in Hostel Networks Gateway with Automated Backups
Create a gateway with automated Backups that keeps tamper-evident records that auditors can trust. You will learn authentication and role-based access, background job scheduling and search indexing.…
Alert System for Job Offer Letter Fraud with Compliance Checklists
Build an alert system that automates routine security checks that teams skip under pressure. You will learn search indexing, error monitoring and WebSocket programming.…
QR Code Payment Tampering Audit Toolkit with Role-Based Policies
Build an audit toolkit that hardens access control with strong authentication and least-privilege rules. You will learn cloud deployment, caching strategies and pipeline orchestration.…
Automated Public Wi-Fi Safety for Travellers Vault with Risk Scoring
Create a vault with risk Scoring that automates routine security checks that teams skip under pressure. You will learn authentication and role-based access, feature engineering and secure coding practices.…
Public Wi-Fi Safety for Travellers Audit Toolkit with Session Monitoring and Role-Based Policies
Create an audit toolkit with session Monitoring that keeps tamper-evident records that auditors can trust. You will learn message queues, state management in web apps and error monitoring.…
Smart TV and IoT Device Home Network Risk Vault with Vulnerability Reports
Build a vault that finds common vulnerabilities before attackers do and documents fixes. You will learn data visualisation, state management in web apps and data cleaning with pandas.…
Online Gaming Account Theft Audit Toolkit — Risk Scoring
Design and build an audit toolkit that finds common vulnerabilities before attackers do and documents fixes. You will learn CI/CD pipelines, caching strategies and unit and integration testing.…
NGO Donation Page Safety Compliance Dashboard with Audit Logging
Design and build a compliance dashboard that automates routine security checks that teams skip under pressure. You will learn state management in web apps, API rate limiting and containerisation.…
UPI Collect Request Fraud Patterns Audit Toolkit with Multi-Factor Authentication and Session Monitoring
Build an audit toolkit that hardens access control with strong authentication and least-privilege rules. You will learn background job scheduling, geospatial queries and database schema modelling.…
Audit Toolkit for Exam Result Website Defacement Risk with Sandboxed Analysis
Build an audit toolkit that finds common vulnerabilities before attackers do and documents fixes. You will learn unit and integration testing, secure coding practices and pipeline orchestration.…
API Key Leakage in Public Repos Vault with Audit Logging and Vulnerability Reports
Design and build a vault that hardens access control with strong authentication and least-privilege rules. You will learn containerisation, database schema modelling and feature engineering.…
Smart Insider Data Download in Small Firms Vault with Encrypted Storage
Design and build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn API rate limiting, secure coding practices and error monitoring.…
Smart Family Photo Backup Safety Vault with Sandboxed Analysis
Design and build a vault that finds common vulnerabilities before attackers do and documents fixes. You will learn data cleaning with pandas, pipeline orchestration and search indexing.…
Automated Fake Delivery SMS Fraud Alert System with Threat Alerts
Design and build an alert system that automates routine security checks that teams skip under pressure. You will learn authentication and role-based access, state management in web apps and geospatial queries.…
Smart NGO Donation Page Safety Compliance Dashboard with Automated Backups
Design and build a compliance dashboard that teaches safe behaviour through realistic, sandboxed exercises. You will learn model evaluation metrics, performance profiling and data cleaning with pandas.…
Small Clinic Patient Data Safety Monitoring System — Incident Timelines
Create a monitoring system with incident Timelines that finds common vulnerabilities before attackers do and documents fixes. You will learn unit and integration testing, database schema modelling and search indexing.…
Vault for Coaching Institute Fee Portal Safety with Incident Timelines
Build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn background job scheduling, message queues and geospatial queries.…
Campus Wi-Fi Rogue Access Points Scanner with Multi-Factor Authentication and Threat Alerts
Design and build a scanner that keeps tamper-evident records that auditors can trust. You will learn error monitoring, REST API design and state management in web apps.…
Detection System for Common Service Centre Data Safety with Multi-Factor Authentication
Build a detection system that automates routine security checks that teams skip under pressure. You will learn pipeline orchestration, model evaluation metrics and secure coding practices.…
Exam Result Website Defacement Risk Scanner with Multi-Factor Authentication
Create a scanner with multi-factor Authentication that hardens access control with strong authentication and least-privilege rules. You will learn responsive UI design, authentication and role-based access and REST API d…
Smart Student Email Phishing Honeypot Setup with Automated Backups
Create a honeypot setup with automated Backups that keeps tamper-evident records that auditors can trust. You will learn performance profiling, pipeline orchestration and API rate limiting.…
Online Exam Impersonation Training Platform with Incident Timelines and Multi-Factor Authentication
Create a training platform with incident Timelines that automates routine security checks that teams skip under pressure. You will learn CI/CD pipelines, geospatial queries and pipeline orchestration.…
Rural Bank Correspondent Device Safety Training Platform — Encrypted Storage
Design and build a training platform that keeps tamper-evident records that auditors can trust. You will learn containerisation, search indexing and responsive UI design.…
Common Service Centre Data Safety Forensics Toolkit with Incident Timelines
Build a forensics toolkit that teaches safe behaviour through realistic, sandboxed exercises. You will learn database schema modelling, performance profiling and secure coding practices.…
Smart Startup SaaS Tenant Isolation Scanner with Compliance Checklists
Create a scanner with compliance Checklists that teaches safe behaviour through realistic, sandboxed exercises. You will learn cloud deployment, state management in web apps and error monitoring.…
Insider Data Download in Small Firms Vault with Role-Based Policies
Design and build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn cloud deployment, REST API design and caching strategies.…
Smart TV and IoT Device Home Network Risk Forensics Toolkit with Automated Backups
Design and build a forensics toolkit that automates routine security checks that teams skip under pressure. You will learn background job scheduling, message queues and unit and integration testing.…
Monitoring System for Public Wi-Fi Safety for Travellers with Threat Alerts
Create a monitoring system with threat Alerts that teaches safe behaviour through realistic, sandboxed exercises. You will learn search indexing, pipeline orchestration and hyperparameter tuning.…
Fake Scholarship Website Compliance Dashboard — Threat Alerts
Build a compliance dashboard that finds common vulnerabilities before attackers do and documents fixes. You will learn secure coding practices, hyperparameter tuning and responsive UI design.…
Coaching Institute Fee Portal Safety Access Manager — Threat Alerts
Design and build an access manager that hardens access control with strong authentication and least-privilege rules. You will learn search indexing, performance profiling and background job scheduling.…
Rural Bank Correspondent Device Safety Detection System with Multi-Factor Authentication and Threat Alerts
Design and build a detection system that hardens access control with strong authentication and least-privilege rules. You will learn secure coding practices, API rate limiting and cloud deployment.…
Smart Job Offer Letter Fraud Forensics Toolkit with Automated Backups
Build a forensics toolkit that keeps tamper-evident records that auditors can trust. You will learn state management in web apps, caching strategies and unit and integration testing.…
Automated E-Commerce Seller Account Takeover Audit Toolkit with Risk Scoring
Create an audit toolkit with risk Scoring that teaches safe behaviour through realistic, sandboxed exercises. You will learn geospatial queries, data visualisation and unit and integration testing.…
College Portal Login Abuse Monitoring System with Role-Based Policies and Risk Scoring
Design and build a monitoring system that teaches safe behaviour through realistic, sandboxed exercises. You will learn geospatial queries, hyperparameter tuning and database schema modelling.…
Vault for Vendor Email Compromise in SMEs with Automated Backups
Design and build a vault that automates routine security checks that teams skip under pressure. You will learn CI/CD pipelines, hyperparameter tuning and file storage design.…
Training Platform for Social Media Account Recovery Scams with Sandboxed Analysis
Build a training platform that automates routine security checks that teams skip under pressure. You will learn performance profiling, search indexing and containerisation.…
Forensics Toolkit for Small Business Invoice Fraud with Compliance Checklists
Build a forensics toolkit that automates routine security checks that teams skip under pressure. You will learn WebSocket programming, state management in web apps and feature engineering.…
Public Wi-Fi Safety for Travellers Detection System with Incident Timelines
Create a detection system with incident Timelines that keeps tamper-evident records that auditors can trust. You will learn responsive UI design, performance profiling and cloud deployment.…
Campus Wi-Fi Rogue Access Points Vault with Risk Scoring and Sandboxed Analysis
Design and build a vault that finds common vulnerabilities before attackers do and documents fixes. You will learn model evaluation metrics, WebSocket programming and API rate limiting.…
Smart Startup SaaS Tenant Isolation Vault with Incident Timelines
Build a vault that watches for suspicious activity and raises evidence-backed alerts. You will learn database schema modelling, caching strategies and authentication and role-based access.…
Access Manager for Digital Locker Document Safety with Audit Logging
Design and build an access manager that automates routine security checks that teams skip under pressure. You will learn error monitoring, secure coding practices and file storage design.…
Smart Library System Ransomware Readiness Access Manager with Audit Logging
Create an access manager with audit Logging that hardens access control with strong authentication and least-privilege rules. You will learn message queues, pipeline orchestration and file storage design.…
Access Manager for Job Offer Letter Fraud with Vulnerability Reports
Design and build an access manager that teaches safe behaviour through realistic, sandboxed exercises. You will learn data visualisation, WebSocket programming and message queues.…
Coaching Institute Fee Portal Safety Gateway with Sandboxed Analysis and Vulnerability Reports
Create a gateway with sandboxed Analysis that finds common vulnerabilities before attackers do and documents fixes. You will learn data cleaning with pandas, secure coding practices and state management in web apps.…
Password Hygiene in Hostel Networks Forensics Toolkit with Vulnerability Reports
Build a forensics toolkit that finds common vulnerabilities before attackers do and documents fixes. You will learn model evaluation metrics, database schema modelling and data cleaning with pandas.…
Gateway for E-Commerce Seller Account Takeover with Compliance Checklists
Create a gateway with compliance Checklists that watches for suspicious activity and raises evidence-backed alerts. You will learn error monitoring, CI/CD pipelines and data visualisation.…
College Portal Login Abuse Training Platform with Threat Alerts
Design and build a training platform that finds common vulnerabilities before attackers do and documents fixes. You will learn model evaluation metrics, geospatial queries and WebSocket programming.…
Family Photo Backup Safety Vault with Vulnerability Reports and Incident Timelines
Design and build a vault that automates routine security checks that teams skip under pressure. You will learn WebSocket programming, message queues and geospatial queries.…
Automated Library System Ransomware Readiness Detection System with Encrypted Storage
Create a detection system with encrypted Storage that finds common vulnerabilities before attackers do and documents fixes. You will learn geospatial queries, search indexing and file storage design.…
Fake Scholarship Website Audit Toolkit with Automated Backups
Design and build an audit toolkit that keeps tamper-evident records that auditors can trust. You will learn file storage design, hyperparameter tuning and responsive UI design.…
School Website Safety Audit Monitoring System with Multi-Factor Authentication
Design and build a monitoring system that hardens access control with strong authentication and least-privilege rules. You will learn data cleaning with pandas, message queues and error monitoring.…
Smart Small Business Invoice Fraud Detection System with Encrypted Storage
Build a detection system that teaches safe behaviour through realistic, sandboxed exercises. You will learn WebSocket programming, cloud deployment and geospatial queries.…
Automated Coaching Institute Fee Portal Safety Training Platform with Sandboxed Analysis
Build a training platform that teaches safe behaviour through realistic, sandboxed exercises. You will learn caching strategies, model evaluation metrics and performance profiling.…
Scanner for Password Hygiene in Hostel Networks with Multi-Factor Authentication
Build a scanner that hardens access control with strong authentication and least-privilege rules. You will learn data visualisation, API rate limiting and feature engineering.…
Coaching Institute Fee Portal Safety Gateway — Encrypted Storage
Create a gateway with encrypted Storage that watches for suspicious activity and raises evidence-backed alerts. You will learn feature engineering, model evaluation metrics and WebSocket programming.…
Online Exam Impersonation Monitoring System with Multi-Factor Authentication
Create a monitoring system with multi-factor Authentication that automates routine security checks that teams skip under pressure. You will learn authentication and role-based access, pipeline orchestration and data clea…
Job Offer Letter Fraud Vault with Automated Backups and Role-Based Policies
Design and build a vault that teaches safe behaviour through realistic, sandboxed exercises. You will learn CI/CD pipelines, containerisation and data cleaning with pandas.…
Access Manager for Family Photo Backup Safety with Risk Scoring
Create an access manager with risk Scoring that watches for suspicious activity and raises evidence-backed alerts. You will learn search indexing, state management in web apps and data visualisation.…
Automated Insider Data Download in Small Firms Scanner with Sandboxed Analysis
Design and build a scanner that teaches safe behaviour through realistic, sandboxed exercises. You will learn message queues, file storage design and error monitoring.…
Family Photo Backup Safety Detection System with Multi-Factor Authentication and Threat Alerts
Create a detection system with multi-factor Authentication that teaches safe behaviour through realistic, sandboxed exercises. You will learn data visualisation, unit and integration testing and cloud deployment.…
Digital Locker Document Safety Scanner with Role-Based Policies and Multi-Factor Authentication
Create a scanner with role-based Policies that finds common vulnerabilities before attackers do and documents fixes. You will learn hyperparameter tuning, REST API design and containerisation.…
Smart UPI Collect Request Fraud Patterns Training Platform with Audit Logging
Create a training platform with audit Logging that teaches safe behaviour through realistic, sandboxed exercises. You will learn containerisation, feature engineering and WebSocket programming.…
Dependency Vulnerability in Student Projects Gateway with Sandboxed Analysis
Create a gateway with sandboxed Analysis that finds common vulnerabilities before attackers do and documents fixes. You will learn API rate limiting, geospatial queries and performance profiling.…
Compliance Dashboard for Small Clinic Patient Data Safety with Session Monitoring
Build a compliance dashboard that watches for suspicious activity and raises evidence-backed alerts. You will learn geospatial queries, containerisation and search indexing.…
Detection System for SIM Swap Fraud Early Signals with Session Monitoring
Design and build a detection system that finds common vulnerabilities before attackers do and documents fixes. You will learn secure coding practices, containerisation and WebSocket programming.…
Password Hygiene in Hostel Networks Compliance Dashboard with Role-Based Policies
Design and build a compliance dashboard that automates routine security checks that teams skip under pressure. You will learn database schema modelling, authentication and role-based access and performance profiling.…
Automated Family Photo Backup Safety Compliance Dashboard with Compliance Checklists
Create a compliance dashboard with compliance Checklists that keeps tamper-evident records that auditors can trust. You will learn CI/CD pipelines, REST API design and model evaluation metrics.…
Fake Customer-Care Number Fraud Monitoring System with Risk Scoring and Compliance Checklists
Create a monitoring system with risk Scoring that finds common vulnerabilities before attackers do and documents fixes. You will learn unit and integration testing, feature engineering and message queues.…
SIM Swap Fraud Early Signals Vault with Audit Logging and Encrypted Storage
Design and build a vault that automates routine security checks that teams skip under pressure. You will learn hyperparameter tuning, WebSocket programming and error monitoring.…
Automated Vendor Email Compromise in SMEs Compliance Dashboard with Compliance Checklists
Create a compliance dashboard with compliance Checklists that finds common vulnerabilities before attackers do and documents fixes. You will learn message queues, API rate limiting and pipeline orchestration.…
School Website Safety Audit Monitoring System with Role-Based Policies
Design and build a monitoring system that teaches safe behaviour through realistic, sandboxed exercises. You will learn CI/CD pipelines, unit and integration testing and file storage design.…
Student Email Phishing Vault — Compliance Checklists
Build a vault that finds common vulnerabilities before attackers do and documents fixes. You will learn responsive UI design, caching strategies and file storage design.…
Vendor Email Compromise in SMEs Gateway with Encrypted Storage
Build a gateway that hardens access control with strong authentication and least-privilege rules. You will learn pipeline orchestration, background job scheduling and data cleaning with pandas.…
Job Offer Letter Fraud Scanner with Sandboxed Analysis and Session Monitoring
Design and build a scanner that finds common vulnerabilities before attackers do and documents fixes. You will learn message queues, search indexing and database schema modelling.…
Insider Data Download in Small Firms Access Manager with Automated Backups and Vulnerability Reports
Design and build an access manager that automates routine security checks that teams skip under pressure. You will learn search indexing, API rate limiting and hyperparameter tuning.…
Online Gaming Account Theft Vault — Sandboxed Analysis
Create a vault with sandboxed Analysis that hardens access control with strong authentication and least-privilege rules. You will learn performance profiling, geospatial queries and error monitoring.…
Smart College Portal Login Abuse Access Manager with Encrypted Storage
Create an access manager with encrypted Storage that watches for suspicious activity and raises evidence-backed alerts. You will learn file storage design, model evaluation metrics and caching strategies.…
Automated Small Clinic Patient Data Safety Detection System with Risk Scoring
Build a detection system that hardens access control with strong authentication and least-privilege rules. You will learn model evaluation metrics, authentication and role-based access and REST API design.…
Honeypot Setup for UPI Collect Request Fraud Patterns with Threat Alerts
Create a honeypot setup with threat Alerts that teaches safe behaviour through realistic, sandboxed exercises. You will learn geospatial queries, data visualisation and containerisation.…
Automated Fake Customer-Care Number Fraud Honeypot Setup with Audit Logging
Design and build a honeypot setup that finds common vulnerabilities before attackers do and documents fixes. You will learn caching strategies, responsive UI design and CI/CD pipelines.…
Automated Campus Wi-Fi Rogue Access Points Honeypot Setup with Session Monitoring
Design and build a honeypot setup that keeps tamper-evident records that auditors can trust. You will learn feature engineering, secure coding practices and containerisation.…
Fake Delivery SMS Fraud Alert System — Encrypted Storage
Build an alert system that watches for suspicious activity and raises evidence-backed alerts. You will learn caching strategies, database schema modelling and API rate limiting.…
Smart Public Wi-Fi Safety for Travellers Access Manager with Multi-Factor Authentication
Build an access manager that finds common vulnerabilities before attackers do and documents fixes. You will learn caching strategies, API rate limiting and CI/CD pipelines.…
Startup SaaS Tenant Isolation Forensics Toolkit with Risk Scoring
Build a forensics toolkit that hardens access control with strong authentication and least-privilege rules. You will learn unit and integration testing, performance profiling and file storage design.…
Smart Social Media Account Recovery Scams Forensics Toolkit with Vulnerability Reports
Design and build a forensics toolkit that hardens access control with strong authentication and least-privilege rules. You will learn unit and integration testing, cloud deployment and file storage design.…
Small Business Invoice Fraud Scanner — Session Monitoring
Design and build a scanner that watches for suspicious activity and raises evidence-backed alerts. You will learn unit and integration testing, search indexing and performance profiling.…
Mobile Phone EMI Fraud Monitoring System — Digital Statements
Build a fraud monitoring system that reconciles thousands of transactions automatically and flags mismatches. You will learn database schema modelling, cloud deployment and search indexing.…
Farmer Input Credit Lending Platform with Dispute Management and Automated Reconciliation
Build a lending platform that onboards customers with a guided, document-checked KYC flow. You will learn geospatial queries, error monitoring and API rate limiting.…
Gig Worker Income Smoothing Payment Platform — Risk Scoring
Create a payment platform with risk Scoring that onboards customers with a guided, document-checked KYC flow. You will learn CI/CD pipelines, containerisation and responsive UI design.…
Student Pocket Money Budgeting Reconciliation Tool — Escrow Workflow
Build a reconciliation tool that detects suspicious transactions and routes them for review. You will learn geospatial queries, CI/CD pipelines and API rate limiting.…
Mobile Phone EMI Subscription Billing System — Automated Reconciliation
Design and build a subscription billing system that detects suspicious transactions and routes them for review. You will learn model evaluation metrics, data cleaning with pandas and WebSocket programming.…
Artisan Weaver Credit Subscription Billing System with Audit Trails
Design and build a subscription billing system that onboards customers with a guided, document-checked KYC flow. You will learn containerisation, file storage design and geospatial queries.…
Small Clinic EMI for Treatment KYC Workflow System with Transaction Alerts and Recurring Payments
Design and build a kyc workflow system that reconciles thousands of transactions automatically and flags mismatches. You will learn file storage design, secure coding practices and REST API design.…
Micro-Lending for Street Vendors Remittance Dashboard — Recurring Payments
Design and build a remittance dashboard that reconciles thousands of transactions automatically and flags mismatches. You will learn data visualisation, file storage design and WebSocket programming.…
Used Two-Wheeler Loan Lending Platform with Dispute Management and Audit Trails
Build a lending platform that onboards customers with a guided, document-checked KYC flow. You will learn feature engineering, file storage design and API rate limiting.…
Fisher Cooperative Lending Payment Platform with Dispute Management
Create a payment platform with dispute Management that detects suspicious transactions and routes them for review. You will learn feature engineering, responsive UI design and unit and integration testing.…
Smart Auto Driver Earnings and Loan Insurance Platform with Audit Trails
Build an insurance platform that reconciles thousands of transactions automatically and flags mismatches. You will learn performance profiling, geospatial queries and pipeline orchestration.…
Student Pocket Money Budgeting Fraud Monitoring System with Risk Scoring
Build a fraud monitoring system that onboards customers with a guided, document-checked KYC flow. You will learn cloud deployment, authentication and role-based access and CI/CD pipelines.…
Automated Livestock Insurance Enrolment Ledger System with Transaction Alerts
Build a ledger system that detects suspicious transactions and routes them for review. You will learn data visualisation, database schema modelling and search indexing.…
Insurance Platform for School Fee Instalment with Spending Analytics
Design and build an insurance platform that moves money workflows from spreadsheets into a controlled, auditable system. You will learn performance profiling, data visualisation and background job scheduling.…
Automated Hostel Mess Fee Collection Remittance Dashboard with Risk Scoring
Design and build a remittance dashboard that onboards customers with a guided, document-checked KYC flow. You will learn data cleaning with pandas, background job scheduling and pipeline orchestration.…
Chit Fund Group Management Insurance Platform — Escrow Workflow
Build an insurance platform that gives users clear statements, alerts and spending insight. You will learn REST API design, containerisation and authentication and role-based access.…
Apartment Maintenance Collection Ledger System with Dispute Management
Build a ledger system that detects suspicious transactions and routes them for review. You will learn geospatial queries, containerisation and error monitoring.…
Hostel Mess Fee Collection Fraud Monitoring System with Dispute Management and Recurring Payments
Create a fraud monitoring system with dispute Management that moves money workflows from spreadsheets into a controlled, auditable system. You will learn state management in web apps, data cleaning with pandas and hyperp…
Self-Help Group Savings Insurance Platform — Multi-Currency Support
Design and build an insurance platform that reconciles thousands of transactions automatically and flags mismatches. You will learn responsive UI design, secure coding practices and error monitoring.…
Automated Temple Donation Accounting Remittance Dashboard with UPI-Style Instant Transfers
Create a remittance dashboard with upi-style Instant Transfers that moves money workflows from spreadsheets into a controlled, auditable system. You will learn hyperparameter tuning, data cleaning with pandas and respons…
Small Clinic EMI for Treatment Ledger System with Recurring Payments
Create a ledger system with recurring Payments that detects suspicious transactions and routes them for review. You will learn search indexing, error monitoring and unit and integration testing.…
Temple Donation Accounting Remittance Dashboard — Audit Trails
Design and build a remittance dashboard that reconciles thousands of transactions automatically and flags mismatches. You will learn data visualisation, feature engineering and state management in web apps.…
Automated Apartment Maintenance Collection Remittance Dashboard with Risk Scoring
Create a remittance dashboard with risk Scoring that moves money workflows from spreadsheets into a controlled, auditable system. You will learn cloud deployment, state management in web apps and feature engineering.…
Subscription Billing System for Hostel Mess Fee Collection with Multi-Currency Support
Create a subscription billing system with multi-currency Support that detects suspicious transactions and routes them for review. You will learn model evaluation metrics, data cleaning with pandas and error monitoring.…
Milk Vendor Daily Payment Investment Tracker with Spending Analytics
Design and build an investment tracker that moves money workflows from spreadsheets into a controlled, auditable system. You will learn responsive UI design, data visualisation and search indexing.…
Automated Gig Worker Income Smoothing Remittance Dashboard with Multi-Currency Support
Create a remittance dashboard with multi-currency Support that reconciles thousands of transactions automatically and flags mismatches. You will learn hyperparameter tuning, authentication and role-based access and geosp…
Used Two-Wheeler Loan Ledger System with Recurring Payments
Create a ledger system with recurring Payments that onboards customers with a guided, document-checked KYC flow. You will learn responsive UI design, hyperparameter tuning and model evaluation metrics.…
Small Clinic EMI for Treatment Remittance Dashboard — Escrow Workflow
Create a remittance dashboard with escrow Workflow that reconciles thousands of transactions automatically and flags mismatches. You will learn model evaluation metrics, unit and integration testing and file storage desi…
Livestock Insurance Enrolment Subscription Billing System with UPI-Style Instant Transfers
Design and build a subscription billing system that detects suspicious transactions and routes them for review. You will learn secure coding practices, message queues and containerisation.…
Smart Chit Fund Group Management Billing Engine with Digital Statements
Design and build a billing engine that moves money workflows from spreadsheets into a controlled, auditable system. You will learn file storage design, hyperparameter tuning and caching strategies.…
Automated Artisan Weaver Credit Fraud Monitoring System with Multi-Currency Support
Build a fraud monitoring system that onboards customers with a guided, document-checked KYC flow. You will learn data visualisation, search indexing and hyperparameter tuning.…
School Fee Instalment Reconciliation Tool — Transaction Alerts
Build a reconciliation tool that moves money workflows from spreadsheets into a controlled, auditable system. You will learn performance profiling, background job scheduling and CI/CD pipelines.…
Milk Vendor Daily Payment Platform with Audit Trails
Design and build a payment platform that moves money workflows from spreadsheets into a controlled, auditable system. You will learn geospatial queries, WebSocket programming and data cleaning with pandas.…
Smart Kirana Store Credit Ledger Investment Tracker with Transaction Alerts
Build an investment tracker that reconciles thousands of transactions automatically and flags mismatches. You will learn API rate limiting, authentication and role-based access and responsive UI design.…
Crop Insurance Claim Tracking Investment Tracker with Multi-Currency Support and Dispute Management
Build an investment tracker that gives users clear statements, alerts and spending insight. You will learn performance profiling, message queues and caching strategies.…
Smart Farmer Input Credit Fraud Monitoring System with KYC Verification Flow
Design and build a fraud monitoring system that onboards customers with a guided, document-checked KYC flow. You will learn REST API design, WebSocket programming and hyperparameter tuning.…
Small Clinic EMI for Treatment Subscription Billing System — Digital Statements
Design and build a subscription billing system that moves money workflows from spreadsheets into a controlled, auditable system. You will learn WebSocket programming, data cleaning with pandas and API rate limiting.…
Gig Worker Income Smoothing Wallet App with Transaction Alerts
Create a wallet app with transaction Alerts that moves money workflows from spreadsheets into a controlled, auditable system. You will learn unit and integration testing, model evaluation metrics and cloud deployment.…
Crop Insurance Claim Tracking Payment Platform with Spending Analytics and KYC Verification Flow
Design and build a payment platform that onboards customers with a guided, document-checked KYC flow. You will learn containerisation, background job scheduling and responsive UI design.…
Smart Auto Driver Earnings and Loan Subscription Billing System with Risk Scoring
Build a subscription billing system that reconciles thousands of transactions automatically and flags mismatches. You will learn performance profiling, responsive UI design and containerisation.…
Livestock Insurance Enrolment Ledger System with Spending Analytics and Audit Trails
Create a ledger system with spending Analytics that gives users clear statements, alerts and spending insight. You will learn message queues, model evaluation metrics and CI/CD pipelines.…
KYC Workflow System for Chit Fund Group Management with Multi-Currency Support
Create a kyc workflow system with multi-currency Support that gives users clear statements, alerts and spending insight. You will learn unit and integration testing, WebSocket programming and cloud deployment.…
Smart Apartment Maintenance Collection KYC Workflow System with KYC Verification Flow
Build a kyc workflow system that onboards customers with a guided, document-checked KYC flow. You will learn containerisation, error monitoring and file storage design.…
Temple Donation Accounting Lending Platform with Recurring Payments
Create a lending platform with recurring Payments that reconciles thousands of transactions automatically and flags mismatches. You will learn authentication and role-based access, cloud deployment and CI/CD pipelines.…
Student Pocket Money Budgeting Payment Platform — UPI-Style Instant Transfers
Create a payment platform with upi-style Instant Transfers that reconciles thousands of transactions automatically and flags mismatches. You will learn API rate limiting, feature engineering and caching strategies.…
Livestock Insurance Enrolment Insurance Platform with KYC Verification Flow and Recurring Payments
Build an insurance platform that moves money workflows from spreadsheets into a controlled, auditable system. You will learn cloud deployment, database schema modelling and hyperparameter tuning.…
Automated Used Two-Wheeler Loan Reconciliation Tool with Multi-Currency Support
Design and build a reconciliation tool that detects suspicious transactions and routes them for review. You will learn search indexing, WebSocket programming and data cleaning with pandas.…
Smart Artisan Weaver Credit Investment Tracker with KYC Verification Flow
Create an investment tracker with KYC Verification Flow that reconciles thousands of transactions automatically and flags mismatches. You will learn geospatial queries, performance profiling and feature engineering.…
Insurance Platform for Small Clinic EMI for Treatment with Automated Reconciliation
Build an insurance platform that gives users clear statements, alerts and spending insight. You will learn unit and integration testing, API rate limiting and file storage design.…
Artisan Weaver Credit Ledger System with Automated Reconciliation and Escrow Workflow
Build a ledger system that gives users clear statements, alerts and spending insight. You will learn model evaluation metrics, containerisation and state management in web apps.…
Smart Classroom Energy Manager with Timetable-Aware Switching
Build a system that powers rooms only when classes are scheduled. You will learn schedule-driven automation and energy reporting.…
AI Career Guidance System with Skill-Gap Analysis
Build a guide that maps a student's skills to roles and learning paths. You will learn skill-graph design and gap scoring.…
Decentralised-Style Land Record Verification with Hash Chaining
Build a tamper-evident land-record portal using hash chaining and signatures - transparency tech without crypto-currency. You will learn verifiable record design.…
Personalised News Aggregator with Topic Modelling
Build a news app that learns a reader's topics. You will learn topic modelling and feed ranking basics.…
Hand Gesture Volume and Presentation Controller
Build touchless control of slides and volume via webcam gestures. You will learn real-time gesture pipelines and UX latency tuning.…
Expense Splitter App for Groups with Settlement Optimisation
Build a Splitwise-style app that minimises the number of settlements. You will learn debt-simplification algorithms and group UX.…
Interview Question Bank with Company-Wise Tagging and Tracking
Build a prep bank organised by company and topic. You will learn taxonomy design and progress tracking.…
Multi-Agent Research Assistant with Web Search and Citation Tracking
Build a team of cooperating agents that plans research, searches sources and drafts cited briefs. You will learn agent orchestration, source verification and citation-grounded generation.…
RAG Knowledge Base for Legal Contracts with Clause-Level Retrieval
Build a contract assistant that retrieves at clause level and answers with pinpoint references. You will learn legal document chunking, hybrid search and answer grounding.…
Agentic Code Migration Assistant: Python 2 to 3 with Test Verification
Build an agent that migrates legacy code and proves behaviour with the existing test suite. You will learn program transformation, agent verification loops and regression safety.…
LLM-Powered SQL Analyst: Natural Language to Verified Queries
Build an analyst that turns questions into SQL, dry-runs them and explains results in plain words. You will learn text-to-SQL, schema linking and result verification.…
Multi-Agent Customer Support with Escalation and Sentiment Routing
Build a support system where specialised agents resolve, route or escalate conversations. You will learn multi-agent routing, sentiment signals and human handoff design.…
RAG over Medical Guidelines with Source-Grounded Answers
Build a guideline assistant that answers only from approved sources and shows its evidence. You will learn domain RAG design, medical safety guardrails and evidence display.…
Agent-Based Invoice Processing with Human Approval Gates
Build a pipeline that reads invoices, matches POs and routes exceptions for approval. You will learn document extraction, three-way matching and approval workflow design.…
Tool-Using Agent for DevOps Incident Triage and Runbook Execution
Build an agent that triages alerts, gathers diagnostics and executes approved runbook steps. You will learn incident workflows, safe tool execution and audit logging.…
RAG Chatbot for Government Schemes with Multilingual Support
Build a scheme assistant that explains eligibility in the citizen's own language. You will learn multilingual retrieval, eligibility logic and inclusive UX.…
Agentic Travel Planner with Live Pricing Tools and Itinerary Optimisation
Build a planner agent that builds day-wise itineraries within budget using live tool data. You will learn agent planning, tool integration and itinerary constraint handling.…
LLM Document Summarisation Pipeline with Hierarchical Chunking
Build a service that summarises very long reports through hierarchical chunk-then-merge passes. You will learn long-document strategies, evaluation of summaries and async pipelines.…
Retrieval-Augmented Tutor for Competitive Exams with Adaptive Quizzing
Build a tutor that teaches from syllabus material and adapts quiz difficulty to the learner. You will learn adaptive testing, grounded explanations and learner modelling.…
Agent Workflow for Resume-Job Matching with Skill Gap Analysis
Build a matcher that scores fit and produces a concrete upskilling plan for the gaps. You will learn skill graphs, explainable matching and plan generation.…
Voice RAG Assistant for Warehouse Inventory Queries
Build a hands-free assistant that answers stock questions by voice on the warehouse floor. You will learn speech pipelines, domain vocabulary handling and voice UX.…
Multi-Modal RAG: Search Across Text, Tables and Images in Reports
Build retrieval that treats charts, tables and text in annual reports as one searchable whole. You will learn multi-modal embeddings, document layout analysis and unified retrieval.…
Agentic Data Cleaning Pipeline with Schema Inference
Build an agent that profiles messy datasets, proposes cleaning rules and applies them with logs. You will learn data profiling, rule induction and reproducible cleaning pipelines.…
LLM Evaluation Harness: Automated Benchmarking of Chatbot Quality
Build a harness that scores chatbots on faithfulness, relevance and safety across test sets. You will learn evaluation design, judge calibration and regression tracking for LLM apps.…
RAG-Based HR Policy Assistant with Access-Controlled Documents
Build a policy assistant that only retrieves documents the employee is allowed to see. You will learn permission-aware retrieval, document governance and audit trails.…
Agent-Driven Content Calendar with Brand Voice Checks
Build an agent that drafts a month of posts and checks each against brand voice guidelines. You will learn agent planning, style evaluation and content workflow automation.…
Semantic Search Engine for Research Papers with Citation Graphs
Build a paper search engine that ranks by meaning and shows citation neighbourhoods. You will learn scholarly embeddings, citation graph analysis and ranking evaluation.…
Agentic E-Commerce Assistant with Order Tracking Tools
Build a shopping assistant that answers order, return and product questions by calling real tools. You will learn conversational commerce, tool design and failure recovery in agents.…
LLM Meeting Assistant: Action Items, Owners and Deadlines
Build an assistant that turns meeting transcripts into tracked actions with owners and dates. You will learn speaker diarisation, structured extraction and follow-up automation.…
RAG System for Codebase Q&A with Repository-Wide Context
Build a system that answers questions about a large codebase with file-level citations. You will learn code indexing, repository context strategies and developer tooling.…
Multi-Agent Debate System for Fact-Checking News Claims
Build a checker where agents argue for and against a claim before a verdict is issued. You will learn multi-agent reasoning, evidence standards and verdict calibration.…
Personalised Learning Path Generator with LLM Skill Assessment
Build a generator that tests a learner, maps gaps and sequences a personal study path. You will learn skill assessment design, curriculum graphs and progress adaptation.…
Vision-Based Quality Inspection for PCB Assembly Lines
Build an inspection system that flags missing components, polarity errors and solder defects. You will learn defect dataset design, detection tuning and line-integration thinking.…
Real-Time Intrusion and Weapon Detection for Campus Security Cameras
Build a defensive monitoring system that detects intrusions and visible weapons and alerts staff. You will learn video analytics, multi-object tracking and alert triage design.…
Automated Attendance with Liveness Detection and Anti-Spoofing
Build attendance that resists photo and replay spoofing with active liveness checks. You will learn presentation-attack detection, embedding thresholds and privacy handling.…
Vision System for Retail Shelf Stock-Out Detection
Build a shelf-monitoring system that reports empty facings and misplaced products. You will learn retail vision pipelines, planogram matching and alert design.…
Traffic Violation Detection: Helmet, Triple Riding and Signal Jumping
Build a junction system that captures violations with cropped evidence frames. You will learn multi-task detection, evidence chain design and edge-case handling.…
Edge-Deployed PPE Compliance Detection with On-Camera Inference
Build a camera-edge system that detects missing helmets and vests without cloud round-trips. You will learn edge optimisation, model quantisation and on-device alerting.…
Sign Language Sentence Recognition with Transformer Sequence Models
Build a recogniser that turns continuous signing into sentences, not just single gestures. You will learn pose sequences, sequence modelling and signer-independent evaluation.…
AI-Based Dental X-Ray Analysis for Caries Detection
Build an analysis tool that highlights suspected caries regions for dentist review. You will learn medical image annotation, segmentation metrics and clinical safety framing.…
Crop Yield Estimation from Drone Imagery and NDVI Analysis
Build a yield estimator that maps field health from drone flights across the season. You will learn remote sensing indices, ground-truth calibration and geospatial reporting.…
Smart Parking Occupancy Detection with ANPR Integration
Build a camera-based parking system that tracks free slots and vehicle entries together. You will learn occupancy modelling, ANPR pipelines and operator dashboards.…
Vision-Based Gesture Control for Presentation and Media Systems
Build touchless control for slides and media using dynamic hand gestures. You will learn gesture segmentation, latency budgets and robust interaction design.…
Waste Segregation Robot Arm with Vision Classification
Build a sorter that classifies dry waste items and moves them to the right bin. You will learn vision-to-action pipelines, grasp sequencing and classification confidence handling.…
Road Pothole Detection and Repair Prioritisation from Dashcam Video
Build a system that maps potholes from vehicle video and ranks repairs by severity and traffic. You will learn road-condition analytics, geo-tagging and prioritisation models.…
Exam Hall Behaviour Monitoring with Pose Estimation
Build a monitoring aid that flags suspicious poses and movements for human review. You will learn pose analytics, anomaly definition and human-in-the-loop review design.…
Wildlife Intrusion Detection for Farm Protection with Instant Alerts
Build a farm-edge system that recognises animals and alerts farmers before crop damage. You will learn camera-trap ML, species datasets and low-connectivity alerting.…
AI Fitness Coach: Real-Time Exercise Form Correction
Build a coach that watches workouts and corrects form with specific cues. You will learn biomechanics features, real-time feedback design and safety limits.…
Retail Customer Behaviour Analytics with Anonymous Tracking
Build in-store analytics that tracks journeys and dwell zones without identifying people. You will learn anonymous tracking, zone analytics and privacy-by-design.…
Document Image Dewarping and Enhancement for Mobile Scans
Build a scanner pipeline that flattens folded pages and restores readability. You will learn document geometry, enhancement evaluation and OCR-readiness metrics.…
Vision-Based Fire and Smoke Detection for Warehouses
Build early fire detection that separates real smoke from steam and dust. You will learn video event detection, false-alarm engineering and alert escalation.…
Sports Analytics: Player Tracking and Heat Maps from Match Video
Build a system that tracks players and produces heat maps and distance statistics. You will learn sports vision pipelines, pitch calibration and performance metrics.…
Multilingual Sentiment Analysis for Code-Mixed Social Media
Build sentiment analysis that handles Hinglish and Tanglish posts as they are actually written. You will learn code-mixed NLP, annotation strategy and per-language evaluation.…
AI Interview Question Generator with Difficulty Calibration
Build a generator that creates role-specific questions calibrated to junior-to-senior levels. You will learn question quality control, difficulty modelling and rubric design.…
Predictive Maintenance for IT Systems from Log Embeddings
Build a system that learns normal log patterns and warns before failures surface. You will learn log representation, anomaly scoring and alert fatigue management.…
Churn Prediction with Explainable Boosting for Subscription Apps
Build a churn model whose every prediction ships with business-readable reasons. You will learn gradient boosting, explanation design and retention experiment thinking.…
Fake Review Detection with Behavioural and Text Signals
Build a detector that combines review text with reviewer behaviour patterns. You will learn fraud feature engineering, fusion models and precision-first evaluation.…
AI Music Genre and Mood Classification with Audio Features
Build a classifier that tags tracks by genre and mood from raw audio. You will learn audio feature engineering, spectrogram models and dataset curation.…
Mental Health Journaling Assistant with Mood Trend Analytics
Build a private journaling app that surfaces mood trends and gentle, safe reflections. You will learn emotion analytics, privacy-first design and responsible AI guardrails.…
Personal Finance Coach with Transaction Categorisation ML
Build a coach that categorises spending, finds leaks and suggests monthly budgets. You will learn transaction NLP, budgeting logic and behaviour-change design.…
Demand Forecasting for Cloud Kitchen Inventory
Build a forecaster that predicts dish-level demand to cut food waste. You will learn hierarchical forecasting, exogenous features and waste-cost evaluation.…
AI Tutor for Programming with Step-Level Hint Generation
Build a tutor that gives graduated hints instead of full solutions when students get stuck. You will learn hint pedagogy, code state analysis and learning analytics.…
Hate Speech and Toxicity Moderation for Regional Languages
Build a moderation system for comments in Indian languages with reviewer workflows. You will learn low-resource moderation, policy labelling and reviewer tooling.…
Resume Parser with Skill Taxonomy Mapping
Build a parser that converts resumes into structured profiles mapped to a skill taxonomy. You will learn information extraction, taxonomy design and parser evaluation.…
Mandi Price Forecasting and Sell-Timing Advisory for Farmers
Build an advisory that forecasts mandi prices and suggests when and where to sell. You will learn agri price modelling, data source handling and farmer-first delivery.…
Smart Email Prioritisation and Auto-Categorisation System
Build an inbox layer that ranks mail by urgency and files it into smart categories. You will learn priority modelling, incremental learning and UX for triage.…
Predictive Student Performance and Dropout Risk Analytics
Build an early-warning system that flags at-risk students for mentor intervention. You will learn educational data mining, intervention design and fairness checks.…
Comparative Study of RAG Architectures: Chunking, Reranking and Faithfulness
Benchmark RAG variants on shared question sets and publish a faithfulness-first comparison. You will learn experimental design for LLM systems, retrieval metrics and error taxonomy.…
Benchmarking Small Language Models for On-Device Assistants
Measure quality, latency and energy of small models across realistic assistant tasks. You will learn edge LLM evaluation, quantisation effects and deployment trade-offs.…
LoRA Fine-Tuning of Open LLMs for Low-Resource Indian Languages
Fine-tune open models for a low-resource language and evaluate against strong baselines. You will learn parameter-efficient tuning, low-resource data strategy and honest evaluation.…
Retrieval-Augmented Generation with Knowledge Graph Grounding
Combine graph traversal with vector retrieval and measure grounding improvements. You will learn graph-augmented retrieval, entity linking and hybrid answer verification.…
Agent Reliability Study: Failure Modes of Tool-Using LLM Agents
Systematically break agents with tool errors and ambiguity, then test recovery strategies. You will learn agent failure taxonomy, recovery patterns and reliability metrics.…
Vision-Language Model Evaluation for Indian Traffic Scenes
Evaluate vision-language models on Indian traffic understanding tasks and failure cases. You will learn VLM benchmarking, dataset curation and culturally grounded evaluation.…
Federated Fine-Tuning of Language Models with Differential Privacy
Fine-tune language models across simulated clients with formal privacy budgets. You will learn federated optimisation, privacy accounting and utility trade-offs.…
Neural Architecture Search for Efficient Edge Vision Models
Search for vision architectures that meet strict latency and memory budgets on edge hardware. You will learn search strategies, hardware-aware objectives and Pareto analysis.…
Uncertainty-Aware Medical Image Segmentation with Bayesian Deep Learning
Build segmentation that reports where it is unsure, and study referral of uncertain cases. You will learn uncertainty estimation, calibration and clinical workflow integration.…
Self-Supervised Pretraining for Remote Sensing Image Classification
Pretrain on unlabelled satellite imagery and measure label efficiency on downstream tasks. You will learn self-supervised methods, remote sensing data and transfer evaluation.…
Multimodal Emotion Recognition from Speech and Facial Cues
Fuse voice and face signals for emotion recognition and study when modalities disagree. You will learn fusion architectures, synchronisation and cross-modal error analysis.…
Long-Context Document QA: Retrieval vs Full-Context LLMs Benchmark
Compare retrieval pipelines against full-context models on cost, latency and accuracy. You will learn benchmark methodology, context scaling behaviour and system selection.…
Reinforcement Learning for Energy-Aware Cloud Resource Allocation
Train allocation policies that cut energy while holding SLOs on realistic workload traces. You will learn RL for systems, trace-driven simulation and SLO-aware rewards.…
Adversarial Defence Evaluation for Face Recognition Systems
Attack a face recognition pipeline with physical and digital perturbations and test defences. You will learn adversarial ML methodology, defence evaluation and responsible disclosure.…
Few-Shot Learning for Industrial Defect Detection
Detect new defect types from a handful of examples and compare meta-learning approaches. You will learn few-shot methods, industrial dataset practice and deployment constraints.…
Graph Neural Networks for Supply Chain Risk Prediction
Model supplier networks as graphs and predict disruption risk propagation. You will learn graph representation learning, risk modelling and network features.…
Time-Series Foundation Models for Anomaly Detection in IoT Streams
Evaluate pretrained time-series models zero-shot on industrial anomaly benchmarks. You will learn foundation model evaluation, anomaly metrics and streaming constraints.…
Explainable Recommender Systems with Counterfactual Explanations
Generate 'what would need to change' explanations for recommendations and user-test them. You will learn explanation methods, user study design and recommender evaluation.…
Synthetic Data Generation for Balancing Medical Image Datasets
Generate synthetic rare-class images and measure when they help or hurt diagnosis models. You will learn generative augmentation, distribution shift and validation discipline.…
Knowledge Distillation for Real-Time Object Detection on Edge Devices
Distill a large detector into a small one and characterise the accuracy-latency curve. You will learn distillation techniques, edge profiling and deployment engineering.…
Cross-Lingual Transfer for NER in Dravidian Languages
Study how NER transfers across Tamil, Telugu, Kannada and Malayalam with limited labels. You will learn cross-lingual methods, annotation practice and language-family effects.…
Diffusion Models for Data Augmentation in Rare Defect Classes
Augment rare manufacturing defects with diffusion synthesis and measure detector gains. You will learn controlled generation, augmentation validation and defect taxonomy.…
Continual Learning for Streaming Fraud Detection Under Drift
Keep a fraud model current on drifting streams without full retraining. You will learn concept drift handling, replay strategies and online evaluation.…
Privacy-Preserving Split Learning for Hospital Collaborations
Train models across hospitals without moving raw data or full models, and audit leakage. You will learn split learning protocols, leakage analysis and clinical ML constraints.…
Multi-Task Learning for Autonomous Driving Perception
Train one network for detection, segmentation and depth, and study task interference. You will learn multi-task optimisation, loss weighting and perception benchmarks.…
Neural Machine Translation for English-Kannada with Back-Translation
Improve a low-resource translation pair using mined monolingual data and back-translation. You will learn low-resource MT, data augmentation and translation evaluation.…
Robust Speech Recognition for Noisy Factory Environments
Adapt ASR to machine-noise conditions and measure command accuracy on the shop floor. You will learn noise-robust ASR, augmentation strategy and domain evaluation.…
Causal Inference for A/B Testing in Recommendation Platforms
Move beyond naive A/B readouts with causal estimators for recommender experiments. You will learn causal identification, interference effects and experiment design.…
LLM-Based Code Generation: Correctness and Security Audit Study
Audit generated code for correctness and vulnerabilities across models and prompts. You will learn code evaluation methodology, vulnerability classes and mitigation patterns.…
Active Learning Pipelines for Cost-Efficient Image Labelling
Cut labelling cost by choosing which images humans should annotate next. You will learn query strategies, labelling economics and stopping criteria.…
Spiking Neural Networks for Event-Camera Gesture Recognition
Recognise gestures from event streams with spiking networks and compare energy use. You will learn neuromorphic methods, event data handling and efficiency measurement.…
Transformer Models for ECG Arrhythmia Classification
Classify arrhythmias with attention models and compare against strong CNN baselines. You will learn physiological time series, class imbalance and clinical metrics.…
Domain Adaptation for Crop Disease Models Across Regions
Study why crop models fail in new regions and adapt them with limited local labels. You will learn distribution shift, adaptation techniques and field validation.…
Hallucination in LLM Medical Advice: Evaluation and Guardrail Design
Measure hallucination in medical answers and test retrieval and refusal guardrails. You will learn safety evaluation, guardrail engineering and risk communication.…
Reinforcement Learning for Adaptive Traffic Signal Control
Train signal controllers in simulation and compare against actuated baselines. You will learn RL environment design, traffic KPIs and sim-to-real caveats.…
Energy-Efficient Inference: Quantisation and Pruning Trade-Off Study
Map the accuracy-energy frontier for vision and language models under compression. You will learn compression methods, energy measurement and deployment guidance.…
Multi-Agent LLM Systems for Software Testing and Bug Reproduction
Build agents that turn bug reports into reproducing tests, and measure success rates. You will learn agent evaluation, test generation and software engineering benchmarks.…
Neuro-Symbolic Reasoning for Mathematical Word Problems
Combine language models with symbolic execution to solve word problems verifiably. You will learn neuro-symbolic design, program synthesis and verified reasoning.…
Fairness Auditing of Hiring Algorithms with Bias Mitigation
Audit a screening model for group disparities and test pre/in/post-processing mitigations. You will learn fairness definitions, audit methodology and mitigation trade-offs.…
Diffusion-Based Image Restoration for Low-Light Photography
Restore low-light photos with diffusion priors and compare against classical enhancement. You will learn image restoration, perceptual metrics and failure analysis.…
Speech Emotion Recognition for Call-Centre Quality Analytics
Analyse call emotion trajectories and link them to resolution outcomes. You will learn paralinguistic features, conversation analytics and privacy handling.…
Protein Function Prediction with Protein Language Models
Predict protein functions from sequence embeddings and evaluate on held-out families. You will learn bioinformatics ML, embedding evaluation and leakage-aware splits.…
Satellite Image Super-Resolution for Land-Use Mapping
Upscale satellite imagery and test whether land-use classification actually improves. You will learn super-resolution evaluation, downstream task validation and geospatial practice.…
LLM Agents for Automated Data Analysis with Sandboxed Code Execution
Build an analyst agent that writes and runs code safely to answer data questions. You will learn sandboxing, agent verification and analysis reproducibility.…
Personalised Federated Recommender Systems
Train recommenders across user devices without centralising interaction data. You will learn federated optimisation, personalisation methods and privacy analysis.…
Robust Watermarking for AI-Generated Content Detection
Embed and attack watermarks on generated text and images to test real-world robustness. You will learn watermark design, robustness evaluation and provenance systems.…
Zero-Shot Classification for Industrial Inspection with Vision-Language Models
Inspect parts with text-described defect classes and no defect training data. You will learn zero-shot methods, prompt design for vision and inspection metrics.…
Learning to Rank for Enterprise Search with Click Models
Train ranking models from biased click logs for an enterprise search scenario. You will learn learning-to-rank, position bias correction and offline evaluation.…
Foundation Model Adaptation for Legal Document Understanding
Adapt foundation models to contract analysis tasks and benchmark against specialist models. You will learn domain adaptation, legal NLP tasks and evaluation design.…
Lakehouse Architecture with Apache Iceberg and dbt for Retail Analytics
Build a retail lakehouse with time travel, schema evolution and tested dbt models. You will learn lakehouse design, table format internals and analytics engineering.…
Real-Time Fraud Detection Pipeline with Kafka and Flink
Build a streaming pipeline that scores transactions in seconds and opens investigation cases. You will learn stream processing, feature computation and fraud workflow design.…
Clickstream Analytics Platform with Sessionisation and Funnels
Build a platform that turns raw web events into sessions, funnels and retention views. You will learn event modelling, sessionisation logic and product analytics.…
Streaming ETL for IoT Telemetry with Schema Registry and Data Quality Gates
Build telemetry ingestion that rejects bad data at the gate instead of downstream. You will learn schema evolution, contract enforcement and streaming quality patterns.…
Graph Analytics for Money-Laundering Pattern Detection
Build detection for layering patterns - cycles, fan-outs and shared intermediaries - in transaction graphs. You will learn graph modelling, AML typologies and investigator tooling.…
Data Observability Platform: Freshness, Volume and Schema Drift Alerts
Build a monitor that watches pipelines and data itself, and pages owners when data goes wrong. You will learn observability design, drift metrics and incident workflows for data.…
Vector Search Platform for E-Commerce Product Discovery
Build semantic product search with filters, synonyms and relevance feedback loops. You will learn embedding pipelines, hybrid ranking and search quality measurement.…
Real-Time Recommendation Feature Store with Online/Offline Consistency
Build a feature store that serves training and live inference from the same definitions. You will learn feature engineering discipline, point-in-time correctness and serving design.…
Log Analytics at Scale with ClickHouse and OpenTelemetry
Build a log platform that ingests service telemetry and answers ad-hoc queries in seconds. You will learn columnar storage, telemetry pipelines and query optimisation.…
CDC Pipeline: Postgres to Warehouse with Debezium and Exactly-Once Semantics
Stream database changes into a warehouse with ordering and dedup guarantees. You will learn change data capture, delivery semantics and recovery design.…
Geospatial Analytics Platform for Delivery Fleet Optimisation
Build analytics that optimise delivery zones and routes from historical trip data. You will learn geospatial data modelling, route metrics and zone design.…
A/B Testing Analytics Platform with Sequential Statistics
Build an experimentation platform with guardrails against peeking and false positives. You will learn experiment design, sequential methods and decision reporting.…
Customer 360 Data Platform with Identity Resolution
Unify customer records from sales, support and web into one governed profile. You will learn identity matching, survivorship rules and privacy-aware design.…
Time-Series Database Benchmarking for Energy Meter Data
Benchmark time-series stores on realistic meter workloads and publish the trade-offs. You will learn benchmark methodology, storage engines and query pattern analysis.…
Data Mesh Prototype: Domain-Owned Data Products with Contracts
Build three domain data products with contracts, SLAs and a shared catalog. You will learn data mesh principles, contract design and federated governance.…
Lambda Architecture for News Analytics: Batch Accuracy with Streaming Speed
Build news analytics served fresh by the speed layer and corrected by the batch layer. You will learn lambda trade-offs, reconciliation logic and serving design.…
Privacy-Compliant Analytics with Consent Management and Data Masking
Build analytics that honour consent states and mask personal data by audience. You will learn privacy engineering, consent propagation and policy enforcement.…
Search Relevance Analytics with Query Log Mining
Mine search logs to find zero-result queries, reformulations and ranking failures. You will learn search analytics, judgement collection and relevance debugging.…
Real-Time Sports Data Pipeline with Live Win-Probability Models
Stream ball-by-ball data into a live win-probability engine for cricket matches. You will learn streaming feature design, probability calibration and live product thinking.…
Warehouse Cost Optimisation: Query Pattern Analysis and Clustering Redesign
Analyse a warehouse's query history and redesign clustering to cut cost measurably. You will learn cost forensics, workload analysis and physical design.…
Master Data Management for Multi-Branch Retail Chains
Build golden records for products and stores across branches with steward approval flows. You will learn master data governance, match/merge rules and data stewardship.…
Event-Driven Data Pipeline for Insurance Claims Analytics
Model the claims lifecycle as events and build analytics for cycle time and leakage. You will learn event modelling, claims domain design and operational BI.…
Social Network Influence Analysis with Graph Algorithms
Analyse influence, communities and information spread in a large social graph. You will learn centrality measures, community detection and graph visualisation.…
ETL Modernisation: Migrating Legacy Jobs to Airflow and dbt
Take a set of legacy-style ETL jobs and re-platform them with tests and lineage. You will learn migration strategy, pipeline testing and cutover planning.…
Real-Time Anomaly Detection on Payment Streams with Streaming ML
Score payment streams for anomalies with models that update as behaviour shifts. You will learn streaming ML patterns, state management and alert design.…
Data Catalog with Automated Lineage and PII Tagging
Build a catalog that discovers assets, draws lineage and tags personal data automatically. You will learn metadata engineering, lineage extraction and data classification.…
Multi-Tenant Analytics SaaS with Row-Level Security
Build analytics where each tenant sees only its own data, enforced in the database. You will learn multi-tenancy patterns, row-level security and embedded BI.…
Streaming Data Quality Framework with Contract Tests and Alerting
Apply contract tests to live streams and quarantine violating events with full traces. You will learn streaming quality design, contract testing and quarantine patterns.…
Open Data Portal for City Governments with APIs and Visualisations
Build a portal that publishes city datasets as APIs and ready-made visualisations. You will learn open data engineering, API design and civic data practice.…
Cold-Storage Tiering Design for Petabyte-Scale Log Archives
Design and simulate an archive tiering strategy that balances retrieval needs and cost. You will learn storage economics, lifecycle design and retrieval pattern analysis.…
Benchmarking Vector Databases for Billion-Scale Semantic Search
Benchmark ANN indexes at scale and characterise recall, latency and cost trade-offs. You will learn ANN algorithms, benchmark discipline and index tuning.…
Streaming Join Optimisation in Flink: Skew Handling Study
Study how key skew breaks streaming joins and evaluate mitigation strategies. You will learn stream internals, skew mitigation and performance methodology.…
Data Drift Detection Methods for Production ML Features
Compare drift detectors on production-like feature streams and their alert quality. You will learn drift statistics, monitoring design and false-alert economics.…
Differential Privacy in Data Warehousing: Query Budget Case Study
Run warehouse analytics under privacy budgets and study the utility cost. You will learn differential privacy, budget composition and governance design.…
Approximate Query Processing for Interactive Dashboards
Make dashboards interactive with approximate answers that carry honest error bars. You will learn sketching algorithms, error estimation and UX for uncertainty.…
Knowledge Graph Embeddings for Drug Repurposing Candidate Prediction
Predict drug-disease links with graph embeddings and validate against known evidence. You will learn graph representation learning, biomedical data and evaluation rigour.…
Causal Impact Measurement for Marketing Campaigns with Synthetic Controls
Estimate true campaign lift using synthetic controls instead of naive before-after reads. You will learn causal design, synthetic control methods and business communication.…
Federated Analytics Across Hospital Data Silos
Answer cross-hospital questions without centralising patient-level data. You will learn federated system design, schema mediation and privacy governance.…
Temporal Graph Mining for Financial Crime Detection
Detect crime patterns that only appear when transaction timing is taken into account. You will learn temporal graph methods, motif analysis and investigator workflows.…
Cost-Aware Query Optimisation for Serverless Warehouses
Study how serverless pricing changes optimal query plans and physical design. You will learn query optimisation, cost modelling and workload characterisation.…
GitOps Platform with Argo CD and Progressive Delivery
Build a GitOps platform that promotes releases with automated canary verdicts. You will learn GitOps workflows, progressive delivery and rollback design.…
Multi-Region Kubernetes Platform with Disaster Recovery Drills
Run a service across two regions and prove recovery with scheduled game-day drills. You will learn DR architecture, backup strategy and recovery testing.…
Internal Developer Portal with Backstage and Golden Paths
Build a portal where developers scaffold production-ready services in minutes. You will learn platform engineering, golden paths and developer experience metrics.…
Serverless Event Platform on GCP: Pub/Sub, Cloud Run and BigQuery
Build an event platform that scales to zero and bills per use. You will learn serverless architecture, event ordering and cost design.…
Policy-as-Code Governance with OPA and Terraform Compliance Checks
Enforce cloud rules - encryption, tagging, public exposure - as code in the pipeline. You will learn policy engineering, compliance automation and exception handling.…
Chaos Engineering Suite for Microservices Resilience Testing
Build a chaos suite that injects latency, failure and load with safety aborts. You will learn resilience hypotheses, blast-radius control and experiment reporting.…
FinOps Dashboard for Multi-Account AWS Cost Optimisation
Build a dashboard that finds idle resources, rightsizing wins and commitment gaps. You will learn cloud economics, tagging governance and optimisation workflows.…
Edge Fleet Management: Model Deployment to Raspberry Pi Fleets with OTA Updates
Manage ML models across a device fleet with staged rollouts and rollback. You will learn fleet operations, OTA safety and edge observability.…
Blue-Green Deployment Automation for Monolith Modernisation
Automate zero-downtime releases of a monolith while it is being modernised. You will learn deployment patterns, expand-contract migrations and release safety.…
Secrets Management and Rotation Platform with Vault
Build central secrets with dynamic database credentials and automatic rotation. You will learn secrets architecture, least-privilege policies and rotation design.…
Observability Platform: Distributed Tracing with OpenTelemetry and Jaeger
Instrument microservices end to end and build SLO views from traces and metrics. You will learn tracing strategy, sampling and SLO engineering.…
Kubernetes Autoscaling in Practice: HPA, VPA and Cluster Autoscaling Under Load
Load-test scaling strategies and publish what actually works for spiky workloads. You will learn autoscaling mechanics, load testing and capacity analysis.…
CI Pipeline Security: SAST, DAST and Supply-Chain Signing with Sigstore
Build a pipeline that scans code and images and signs everything it ships. You will learn DevSecOps tooling, SBOM practice and provenance verification.…
Infrastructure Drift Detection and Auto-Remediation
Detect when live infrastructure diverges from code and remediate with approvals. You will learn state management, drift causes and safe automation.…
Managed File Transfer Platform with Audit Trails
Build an MFT platform for partner file exchange with full audit and retries. You will learn enterprise integration, audit design and reliable transfer patterns.…
Disaster Recovery Automation: Backup Orchestration and Restore Testing
Automate backups and, more importantly, prove restores work on a schedule. You will learn backup strategy, restore verification and RTO/RPO discipline.…
Service Mesh with Istio: mTLS and Traffic Shaping
Roll out a service mesh with encrypted traffic and controlled releases. You will learn mesh architecture, zero-trust networking and traffic policy.…
Cloud Migration Factory: Assessment and Wave Planning Tool
Build a tool that inventories servers and plans migration waves by dependency. You will learn migration methodology, dependency analysis and planning automation.…
Feature Flag Platform with Progressive Rollout and Kill Switches
Build a flag platform with percentage rollouts, targeting and instant kill switches. You will learn release engineering, targeting design and flag lifecycle governance.…
Multi-Cloud Inventory and Cost Governance Dashboard
Build one view of resources and spend across two clouds with governance alerts. You will learn multi-cloud APIs, inventory modelling and governance reporting.…
Container Image Vulnerability Management with Admission Control
Block vulnerable images from deploying and track remediation across teams. You will learn image security lifecycle, admission policies and exception workflows.…
Self-Hosted CI Runner Fleet on Kubernetes with Autoscaling
Run CI runners as ephemeral pods that scale with the build queue. You will learn CI infrastructure, cache strategy and runner security.…
Database DevOps: Schema Migration Automation with CI Gates
Automate schema changes with linting, dry-runs and approval gates. You will learn database change management, migration safety and review practice.…
Edge Caching and CDN Optimisation for a Video Streaming Startup
Tune a CDN setup to cut origin load and improve start-up times measurably. You will learn caching strategy, video delivery and performance measurement.…
Kubernetes Operator for Automated Database Backups
Build an operator that schedules, verifies and expires database backups. You will learn operator design, reconciliation loops and backup verification.…
Serverless Image and Video Processing Pipeline on Azure Functions
Build an event-driven pipeline that transcodes and thumbnails uploads automatically. You will learn serverless patterns, media pipelines and cost control.…
Compliance Automation: CIS Benchmark Scanning for Cloud Accounts
Scan cloud accounts against CIS controls and produce remediation-ready reports. You will learn benchmark interpretation, scanning architecture and remediation tracking.…
Real-Time Log Pipeline with Fluent Bit and Loki
Build a lightweight log pipeline as an alternative to heavyweight stacks. You will learn log pipeline design, label strategy and query performance.…
Hybrid Cloud Workload Placement Optimiser
Build an optimiser that recommends where workloads should run - cloud or on-prem. You will learn placement modelling, constraint design and decision support.…
API Gateway Platform with Rate Limiting, Caching and Analytics
Build a gateway layer with per-client limits, response caching and usage analytics. You will learn gateway architecture, quota design and API product thinking.…
Carbon-Aware Workload Scheduling for Cloud Data Centres
Shift flexible workloads to low-carbon windows and quantify the emissions saved. You will learn carbon-aware computing, scheduling evaluation and trace analysis.…
Performance Study of WebAssembly vs Containers for Edge Functions
Compare cold start, density and isolation of Wasm and containers at the edge. You will learn runtime internals, benchmark design and edge platform trade-offs.…
Predictive Autoscaling with ML-Based Workload Forecasting
Scale ahead of demand using forecasts and compare against reactive autoscaling. You will learn forecasting for operations, scaling policy and evaluation methodology.…
Formal Analysis of Kubernetes Network Policies
Analyse real policy sets for unintended reachability and least-privilege violations. You will learn formal methods for infrastructure, reachability analysis and policy design.…
Cost-Performance Study of ARM vs x86 for Microservice Workloads
Benchmark representative microservices on both architectures and model the savings. You will learn performance engineering, architecture migration and TCO analysis.…
Error-Budget-Driven Release Decisions: An SRE Case Study System
Build release gates driven by error budgets and study their effect on reliability. You will learn SRE practice, SLO design and socio-technical evaluation.…
eBPF-Based Observability for Microservice Latency Diagnosis
Diagnose latency without code changes using kernel-level observability. You will learn eBPF fundamentals, observability design and performance debugging.…
Multi-Tenancy Isolation Study for Kubernetes Platforms
Compare isolation strategies for shared clusters on security, density and cost. You will learn isolation architectures, threat modelling and platform benchmarks.…
Green CI/CD: Measuring and Reducing Pipeline Energy Footprint
Measure the energy cost of build pipelines and reduce it without slowing delivery. You will learn sustainable software engineering, measurement methods and optimisation.…
Serverless Cold-Start Mitigation Techniques: Comparative Study
Compare cold-start mitigations across runtimes with controlled experiments. You will learn serverless internals, experimental design and platform selection.…
SOC Dashboard with MITRE ATT&CK Alert Mapping and Triage Automation
Build a mini-SOC that maps alerts to ATT&CK techniques and automates first triage. You will learn detection engineering, alert taxonomy and triage workflow design.…
Ransomware Behaviour Detection with Endpoint Telemetry
Detect ransomware-like behaviour - mass encryption, shadow-copy deletion - in a safe lab. You will learn behavioural detection, telemetry design and defensive evaluation.…
Secure Code Review Platform with SAST and Secrets Scanning
Build a platform that scans pull requests and presents findings reviewers can act on. You will learn static analysis, false-positive management and developer security UX.…
API Security Testing Framework for the OWASP API Top 10
Build a framework that tests APIs for broken access control, auth and data exposure. You will learn API threat modelling, test design and authorised testing practice.…
Cloud Security Posture Management for AWS Misconfigurations
Build a scanner that finds public buckets, open ports and weak IAM across an account. You will learn cloud security controls, rule engineering and remediation prioritisation.…
Phishing Simulation and Awareness Platform for Colleges
Run authorised phishing simulations on campus users and turn results into training. You will learn security awareness design, ethics of simulation and measurement.…
Threat Intelligence Aggregator with STIX/TAXII Feeds
Aggregate threat feeds into deduplicated, scored indicators analysts can query. You will learn threat intel standards, indicator lifecycle and scoring models.…
Passwordless Authentication System with Passkeys and WebAuthn
Replace passwords with passkeys in a full web app, including recovery flows. You will learn modern authentication, ceremony design and account recovery security.…
Secure Chat Application with End-to-End Encryption and Key Transparency
Build E2E encrypted chat with safety numbers and a transparency log for keys. You will learn secure messaging design, key management and usability of verification.…
IoT Device Security Scanner for Home Networks
Build a scanner that finds home IoT devices and flags default credentials and old firmware. You will learn device fingerprinting, home network threats and consumer security UX.…
Digital Forensics Toolkit for Disk Image Analysis
Build a toolkit that parses disk images, recovers deleted files and builds timelines. You will learn forensic process, artefact analysis and evidence handling discipline.…
Honeypot Network for Attack Pattern Research
Deploy honeypots in an isolated lab and analyse attacker behaviour over time. You will learn deception basics, log analytics and research ethics.…
Container Runtime Security Monitoring with Falco-Style Rules
Monitor containers for suspicious shells, file writes and network calls at runtime. You will learn runtime security, rule writing and detection tuning.…
Email Security Gateway: SPF, DKIM, DMARC and Phishing Scoring
Build a gateway that verifies sender authentication and scores phishing likelihood. You will learn email authentication, header analysis and gateway architecture.…
Privileged Access Management for College Lab Systems
Build just-in-time admin access for lab systems with full session audit. You will learn privileged access design, approval workflows and audit practice.…
Security Audit Automation for Linux Servers: Hardening Checks
Automate hardening audits across servers and produce prioritised fix lists. You will learn hardening standards, check engineering and fleet reporting.…
Web Application Firewall with ML-Based Anomaly Detection
Build a WAF that combines signatures with learned normal-traffic baselines. You will learn WAF architecture, anomaly detection and attack evaluation.…
Secure Online Voting Prototype with Merkle-Tree Transparency Log
Build a voting prototype where every ballot is verifiable in a public transparency log - no blockchain needed. You will learn verifiable system design, Merkle structures and election security limits.…
Malware Analysis Sandbox Platform (Isolated Environment)
Build an isolated sandbox that detonates samples safely and reports their behaviour. You will learn sandbox architecture, behaviour analysis and strict safety practice.…
Identity Governance: Access Review and Dormant Account Detection
Build access certification campaigns that find dormant and over-privileged accounts. You will learn identity governance, review design and access risk analytics.…
Encrypted Backup System with Ransomware-Resilient Versioning
Build backups that ransomware cannot encrypt or delete, with proven restores. You will learn backup security design, immutability patterns and recovery drills.…
Bug Bounty Triage Assistant with Duplicate Detection
Build an assistant that clusters duplicate reports and drafts triage summaries. You will learn security operations, text similarity and triage economics.…
Deepfake Voice Detection for Call-Centre Fraud Prevention
Build detection that flags synthetic voices in customer calls with review tooling. You will learn audio deepfake methods, detection evaluation and fraud workflows.…
Secure QR Payment Verification to Detect Tampered Codes
Build verification that detects swapped or tampered payment QR codes before users pay. You will learn payment fraud patterns, code signing and consumer protection design.…
Browser Extension for Tracker and Cookie Consent Auditing
Build an extension that shows what a site tracks and whether consent choices are honoured. You will learn web tracking mechanics, privacy analysis and extension development.…
Prompt Injection Defence Study for RAG Systems
Attack a RAG system with indirect prompt injection and evaluate layered defences. You will learn LLM security, defence evaluation and secure RAG design.…
Privacy-Preserving Biometric Authentication with Cancelable Templates
Build authentication whose stored templates can be revoked and reissued like passwords. You will learn cancelable biometrics, template security and matching evaluation.…
Side-Channel Resistance Evaluation of AES Implementations
Measure timing and power leakage of AES variants and test masking countermeasures. You will learn side-channel methodology, countermeasure design and measurement practice.…
Zero-Trust Network Access for BYOD: Performance and Security Study
Replace a VPN design with zero-trust access and measure security and performance effects. You will learn zero-trust architecture, posture assessment and migration analysis.…
Differentially Private Machine Learning for Health Data
Train health models with formal privacy guarantees and chart the accuracy cost. You will learn private ML methods, privacy budgets and health data governance.…
Automated Exploit Generation Risk Study for LLM Coding Assistants
Evaluate how coding assistants handle dual-use requests and test refusal and safe-completion design. You will learn dual-use evaluation, safety benchmarks and responsible research practice.…
Post-Quantum Cryptography Migration Study for Enterprise TLS
Benchmark hybrid post-quantum handshakes and plan a migration path for enterprise services. You will learn PQC standards, handshake performance and migration strategy.…
Adversarial ML Attacks on Intrusion Detection: Robustness Study
Evade an ML-based IDS with constrained attacks and test robust training defences. You will learn adversarial methodology, defence evaluation and detection limits.…
Secure Federated Learning with Byzantine-Resilient Aggregation
Defend federated training against malicious clients that poison updates. You will learn robust aggregation, threat models and federated security evaluation.…
Confidential Computing with Trusted Execution Environments: Case Study
Move a sensitive workload into an enclave and evaluate performance and trust boundaries. You will learn confidential computing, attestation flows and threat analysis.…
Telemedicine Platform with Video Consults, E-Prescriptions and Pharmacy Flow
Build an end-to-end telemedicine flow from booking to prescription fulfilment. You will learn health platform design, video integration and prescription workflows.…
Smart Campus Platform: Timetable, Attendance and Resource Booking
Build one platform for timetables, attendance and room/lab booking across a campus. You will learn multi-role platform design, scheduling conflicts and notification systems.…
Microservices-Based Food Ordering with Real-Time Order Tracking
Build food ordering as cooperating services with live rider tracking. You will learn service decomposition, event flows and real-time UX.…
Collaborative Whiteboard Platform with Real-Time Multiplayer Editing
Build a whiteboard where many users draw together without conflicts. You will learn collaborative editing algorithms, state sync and canvas performance.…
Judiciary Case Management Portal: Filing, Hearings and Orders Workflow
Build a case portal that tracks filings, hearing dates and orders for a court workflow. You will learn legal workflow modelling, document handling and audit design.…
Property Rental Platform with Verified Listings and Digital Agreements
Build rentals with owner verification, digital agreements and deposit tracking. You will learn trust design, agreement workflows and marketplace operations.…
Crowdfunding Platform for Social Causes with Milestone Escrow Flow
Build crowdfunding where funds release against verified project milestones. You will learn escrow-style flows, campaign governance and donor reporting.…
Hospital Bed and ICU Availability Tracker for a City Network
Build a live tracker that helps ambulances and families find available critical care. You will learn real-time data design, public-interest UX and data reliability.…
Internship and Placement Portal with Company Drives and Offer Tracking
Build a placement cell platform managing drives, eligibility and offers end to end. You will learn workflow design, eligibility engines and institutional reporting.…
Multi-Vendor Grocery Platform with Dynamic Delivery Slots
Build grocery ordering across vendors with slot capacity and rider allocation. You will learn marketplace operations, slot optimisation and order batching.…
Fitness Platform with Live Classes, Plans and Progress Analytics
Build a fitness platform combining live classes, structured plans and progress tracking. You will learn content platforms, plan logic and engagement analytics.…
Virtual Classroom Platform with Interactive Labs and Auto-Graded Coding Exercises
Build a virtual classroom where coding labs run and grade inside the browser. You will learn interactive learning systems, sandboxed execution and assessment design.…
Car Pooling Platform with Route Matching and Safety Features
Build carpooling that matches riders by route overlap with verified identities. You will learn matching algorithms, trust and safety design and geospatial search.…
Learning Management System with SCORM Content and Competency Tracking
Build an LMS that plays SCORM packages and tracks competencies, not just completions. You will learn e-learning standards, progress models and assessment design.…
Municipal Grievance Portal with SLA Tracking and Escalation
Build a grievance system that tracks resolution SLAs and escalates breaches automatically. You will learn civic workflow design, SLA management and transparency reporting.…
Salon and Spa Booking Platform with Staff Scheduling
Build bookings that respect staff skills, shifts and service durations. You will learn scheduling engines, service business operations and retention features.…
Co-Working Space Management with Desk Booking and Visitor Passes
Build operations for co-working spaces - desks, meeting rooms, visitors and billing. You will learn space management systems, access workflows and utilisation analytics.…
Blood Donation Network with Donor Matching and Camp Management
Connect donors, hospitals and camps with eligibility-aware matching and urgent alerts. You will learn matching design, health eligibility logic and community operations.…
Agri-Marketplace Connecting Farmers to Buyers with Price Discovery
Build a marketplace where farmers list produce and buyers bid with transparent prices. You will learn two-sided markets, price discovery and rural user design.…
Legal Services Marketplace with Lawyer Booking and Case Tracking
Build a platform to find lawyers, book consultations and track case milestones. You will learn professional-services marketplaces, confidentiality and workflow design.…
Pet Care Platform: Vet Booking, Grooming and Boarding
Build pet care services with health records, vaccination reminders and boarding. You will learn service platform design, record modelling and reminder systems.…
Event Vendor Marketplace for Weddings with Portfolio Booking
Build a wedding vendor marketplace with availability, packages and advance payments. You will learn marketplace trust, package pricing and event timelines.…
Vehicle Service Platform with Garage Booking and Service History
Build garage booking with estimates, approvals and complete vehicle history. You will learn service workflows, estimate approval design and record systems.…
Tuition Centre Management with Batch Scheduling and Fee Tracking
Build centre operations - batches, attendance, fees and performance reports. You will learn education operations, fee logic and stakeholder communication.…
Smart Library Seat Booking with Live Occupancy
Build seat reservation for libraries with fair-use rules and live occupancy views. You will learn inventory systems, fairness rules and real-time state.…
Waste Collection Management for Municipalities with Route Optimisation
Build collection planning that optimises routes and tracks missed pickups. You will learn route algorithms, municipal operations and field app design.…
Farmer Advisory Platform with Weather, Mandi Prices and Expert Chat
Build an advisory platform combining weather, prices and agronomist chat in local language. You will learn advisory system design, content operations and vernacular UX.…
Online Pharmacy with Prescription Upload and Verification Flow
Build pharmacy ordering where prescription items pass pharmacist verification first. You will learn regulated commerce workflows, verification design and safety checks.…
Hostel Mess Management with Menu Voting and Wastage Analytics
Build mess operations with student voting, attendance-based cooking counts and waste analytics. You will learn operations design, demand estimation and feedback systems.…
Sports Turf Booking Platform with Dynamic Pricing
Build turf bookings with peak pricing, leagues and split payments. You will learn pricing engines, booking conflicts and sports operations.…
Accessibility Evaluation Framework for Indian Government Websites
Build an audit framework and evaluate a sample of public websites against WCAG. You will learn accessibility standards, audit design and inclusive engineering.…
Progressive Web App vs Native: Performance Study for Low-End Devices
Compare PWA and native builds of the same app on low-end hardware and networks. You will learn performance methodology, web platform internals and emerging-market constraints.…
Micro-Frontend Architecture: Migration Case Study of a Monolith UI
Migrate a monolith front end to micro-frontends and measure team and runtime effects. You will learn frontend architecture, migration strategy and governance.…
Web Performance Optimisation for Low-Bandwidth Users: Field Study
Optimise a content platform for 2G/3G-class networks and validate with field metrics. You will learn performance engineering, measurement design and inclusive web practice.…
Design System Engineering: Component Governance at Scale
Build a design system with versioning, adoption tracking and accessibility baked in. You will learn design system architecture, governance models and adoption metrics.…
UPI Payment Analytics Dashboard for Merchants
Build merchant analytics covering success rates, settlements and refund patterns. You will learn payments domain, reconciliation thinking and merchant UX.…
Personal Investment Portfolio Tracker with Risk Analytics
Build a tracker that computes returns, risk and allocation drift across holdings. You will learn portfolio mathematics, market data handling and investor UX.…
Loan Eligibility and Credit Scoring Platform with Explainable Decisions
Build a lending platform that explains every approval and rejection in plain language. You will learn credit modelling, explainable decisions and lending workflows.…
Digital Gold and SIP Investment App with Goal Planning
Build an investing app with goal-based SIP planning and progress nudges. You will learn investment product design, goal mathematics and trust UX.…
Expense Management Platform for SMEs with GST Reports
Build SME expense management from receipt capture to GST-ready reports. You will learn expense workflows, tax reporting and approval design.…
Insurance Claim Assistant with Document Verification Workflow
Build a claim assistant that checks documents and guides customers through filing. You will learn claims operations, document verification and fraud signal design.…
Micro-Lending Platform for Self-Help Groups with Repayment Tracking
Build SHG lending with group guarantees, meeting records and repayment tracking. You will learn microfinance models, ledger design and field-first UX.…
Fraud Detection Dashboard for Payment Gateways
Build an analyst dashboard for gateway fraud with cases, rules and chargeback tracking. You will learn fraud operations, rule management and analyst tooling.…
Algorithmic Trading Strategy Backtesting with Transaction-Cost Modelling
Build a backtester that models slippage and costs honestly, and study strategy decay. You will learn quantitative methods, backtest bias and market microstructure basics.…
Credit Risk Modelling with Alternative Data: Fairness Study
Study whether alternative data improves credit prediction without importing bias. You will learn risk modelling, fairness evaluation and regulated ML practice.…
Multimodal Retrieval for Industrial Manuals with Diagram Understanding
Retrieve answers from service manuals where the critical information lives in diagrams. You will learn diagram understanding, multimodal indexing and technician-focused evaluation.…