Engineering & Medical Student Projects
5000 projects · Page 23 of 209
Overload and Short-Circuit Protection Relay (Digital)
Build a programmable protection relay for a demo load. You will learn trip curves and relay coordination basics.…
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.…
Solar Tracker: Dual-Axis Sun Tracking for Panel Efficiency
Build a panel mount that follows the sun. You will learn sensor-guided tracking and efficiency comparison experiments.…
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…
Electricity Theft Detection Using Meter Comparison
Build a demo that flags mismatch between pole and home meters. You will learn energy accounting and anomaly thresholds.…
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.…