Engineering & Medical Student Projects
5000 projects · Page 28 of 209
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.…
Fatigue Analysis of a Crankshaft Using FEA and Hand Calculations
Compare simulated fatigue life with textbook calculations. You will learn S-N curves, stress concentration and validation habits.…
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.…
Smart Wheelchair with Joystick, Obstacle Sensing and Solar Charging
Build an assisted wheelchair prototype with safety sensing. You will learn drivetrain sizing and user-centred design.…
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.…
Compressed Air Vehicle (Pneumatic Car) Prototype
Build a small vehicle powered by stored compressed air. You will learn energy storage trade-offs and vehicle integration.…