Engineering & Medical Student Projects
5000 projects · Page 38 of 209
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.…
Water Quality Testing and Treatment Design for a Village Supply
Test source water and design a simple treatment train. You will learn water quality parameters and treatment selection.…
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.…
Total Station Survey and Contour Mapping of a Campus Block
Survey a block and produce contour and layout maps. You will learn instrument handling, data reduction and drafting.…
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.…