Engineering & Medical Student Projects
5000 projects · Page 24 of 209
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.…
Design and Fabrication of a Solar-Powered Agricultural Sprayer Robot
Design and build a field robot that sprays crops on solar power. You will learn mechanism design, fabrication planning and field testing.…
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…
FEA Optimisation of a Suspension Wishbone for Weight Reduction
Analyse and lighten a wishbone while keeping safety factors. You will learn load cases, mesh convergence and design iteration.…
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.…