Engineering & Medical Student Projects
5000 projects · Page 34 of 209
Smart Traffic Management for a City Corridor Using Simulation
Simulate corridor signal plans and measure delay savings. You will learn traffic modelling and scenario evaluation.…
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.…
Rainwater Harvesting and Groundwater Recharge Design for a Campus
Design a complete harvesting system with sizing calculations. You will learn runoff estimation, recharge structures and cost analysis.…
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.…
Waste Plastic and Fly Ash in Concrete: Strength Study
Run an experimental programme on modified concrete mixes. You will learn mix design, casting/curing discipline and result analysis.…
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.…