Engineering & Medical Student Projects
5000 projects · Page 30 of 209
Street Light Outage from Night Images Recommendation Engine using Gradient Boosting and Multilingual Support
Build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn caching strategies, error monitoring and API rate limiting.…
Helmet Use at Construction Gates Prediction System using Random Forests
Build a prediction system that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, message queues and database schema modelling.…
Engine Sound Fault Search Engine with Drift Monitoring
Create a search engine with drift Monitoring that detects abnormal patterns and raises alerts with supporting evidence. You will learn geospatial queries, secure coding practices and authentication and role-based access.…
Transfer Learning-Based Road Pothole Severity from Dashcam Frames Estimation System
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn search indexing, caching strategies and containerisation.…
AI-Powered Fish Pond Water Quality Risk Decision Support System
Create a decision support system with model Retraining Pipeline that scores and ranks cases so experts review the riskiest ones first. You will learn background job scheduling, caching strategies and state management in …
Lip Reading for Silent Speech Prediction Platform with Batch Scoring
Design and build a prediction platform that predicts outcomes early enough for staff to act on them. You will learn CI/CD pipelines, hyperparameter tuning and error monitoring.…
Random Forests-Based Queue Length at Billing Counters Grading System
Design and build a grading system that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, background job scheduling and data visualisation.…
Resume Screening for Campus Drives Decision Support System with Edge Deployment
Create a decision support system with edge Deployment that automates a judgement task that today takes hours of manual effort. You will learn geospatial queries, secure coding practices and CI/CD pipelines.…
Hydraulic Scissor Lift: Design, Fabrication and Load Testing
Build a working scissor lift and test its load capacity. You will learn hydraulic sizing and structural checks.…
Classroom Attention from Video Forecasting System using Machine Learning
Create a forecasting system with multilingual Support that scores and ranks cases so experts review the riskiest ones first. You will learn performance profiling, authentication and role-based access and caching strategi…
Podcast Episode Summarisation Estimation System using Random Forests and Batch Scoring
Design and build an estimation system that detects abnormal patterns and raises alerts with supporting evidence. You will learn REST API design, feature engineering and state management in web apps.…
Sign Language Gesture Recognition System with Real-Time Alerts
Create a recognition system with real-time Alerts that detects abnormal patterns and raises alerts with supporting evidence. You will learn database schema modelling, unit and integration testing and REST API design.…
AI-Powered Tyre Wear from Photos Classification System
Build a classification system that turns raw records into predictions with clear explanations. You will learn message queues, responsive UI design and caching strategies.…
Queue Length at Billing Counters Estimation System with Dashboard Visualisation
Design and build an estimation system that turns raw records into predictions with clear explanations. You will learn secure coding practices, geospatial queries and cloud deployment.…
Pharmacy Stock-Out Estimation System using Transformer Models
Create an estimation system with human-in-the-loop Review that automates a judgement task that today takes hours of manual effort. You will learn WebSocket programming, pipeline orchestration and search indexing.…
Fake Job Posting Prediction Platform with Human-in-the-Loop Review
Build a prediction platform that gives decision-makers a data-backed recommendation at the right moment. You will learn data cleaning with pandas, containerisation and cloud deployment.…
Graph Neural Networks-Based Warehouse Pallet Counting Assessment Platform
Build an assessment platform that scores and ranks cases so experts review the riskiest ones first. You will learn pipeline orchestration, responsive UI design and model evaluation metrics.…
Time-Series Modelling-Based Tyre Wear from Photos Estimation System
Create an estimation system with dashboard Visualisation that detects abnormal patterns and raises alerts with supporting evidence. You will learn performance profiling, responsive UI design and file storage design.…
AI-Powered Retail Shelf Stock-Out Screening Tool
Design and build a screening tool that predicts outcomes early enough for staff to act on them. You will learn performance profiling, CI/CD pipelines and caching strategies.…
Model of a Stirling Engine with Performance Measurement
Build a Stirling engine and measure its output. You will learn cycle analysis and experimental method.…
Street Light Outage from Night Images Screening Tool with Explainable Outputs
Build a screening tool that turns raw records into predictions with clear explanations. You will learn containerisation, search indexing and geospatial queries.…
Food Delivery Time Recognition System with Edge Deployment
Create a recognition system with edge Deployment that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, database schema modelling and containeri…
Resume Screening for Campus Drives Monitoring System with Batch Scoring
Design and build a monitoring system that learns patterns from historical data and flags cases that need attention. You will learn background job scheduling, caching strategies and file storage design.…
Engine Sound Fault Forecasting System with Explainable Outputs
Build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, API rate limiting and unit and integration testing.…