Engineering & Medical Student Projects
5000 projects · Page 21 of 209
Gradient Boosting-Based Answer Sheet Handwriting Search Engine
Build a search engine that gives decision-makers a data-backed recommendation at the right moment. You will learn secure coding practices, pipeline orchestration and containerisation.…
Noise Pollution Hotspots Monitoring System using Computer Vision
Build a monitoring system that automates a judgement task that today takes hours of manual effort. You will learn secure coding practices, performance profiling and error monitoring.…
Garbage Overflow at Public Bins Forecasting System using Graph Neural Networks and Anomaly Flags
Build a forecasting system that gives decision-makers a data-backed recommendation at the right moment. You will learn state management in web apps, CI/CD pipelines and unit and integration testing.…
Time-Series Modelling-Based Sign Language Gesture Detection System
Design and build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn pipeline orchestration, geospatial queries and caching strategies.…
Transformer Health Monitoring: Temperature, Oil and Load Analytics
Build a monitoring unit that predicts transformer overload risk. You will learn thermal modelling basics and alert design for utilities.…
Retail Shelf Stock-Out Prediction Platform using Neural Networks and Anomaly Flags
Create a prediction platform with anomaly Flags that turns raw records into predictions with clear explanations. You will learn error monitoring, responsive UI design and data cleaning with pandas.…
Street Light Outage from Night Images Prediction Platform with Drift Monitoring
Design and build a prediction platform that turns raw records into predictions with clear explanations. You will learn data visualisation, REST API design and caching strategies.…
Fish Pond Water Quality Risk Estimation System using Computer Vision
Create an estimation system with risk Stratification that detects abnormal patterns and raises alerts with supporting evidence. You will learn background job scheduling, caching strategies and hyperparameter tuning.…
Chess Move Quality Grading Forecasting System using Machine Learning and Multilingual Support
Build a forecasting system that detects abnormal patterns and raises alerts with supporting evidence. You will learn database schema modelling, feature engineering and hyperparameter tuning.…
AI-Powered Classroom Attention from Video Alert System
Build an alert system that scores and ranks cases so experts review the riskiest ones first. You will learn data cleaning with pandas, cloud deployment and responsive UI design.…
Movie Box Office from Trailer Buzz Prediction System with Drift Monitoring
Build a prediction system that detects abnormal patterns and raises alerts with supporting evidence. You will learn data visualisation, CI/CD pipelines and performance profiling.…
Lip Reading for Silent Speech Screening Tool with Mobile Inference
Create a screening tool with mobile Inference that detects abnormal patterns and raises alerts with supporting evidence. You will learn secure coding practices, data cleaning with pandas and CI/CD pipelines.…
AI-Powered Bird Call Species Identification Forecasting System
Create a forecasting system with real-time Alerts that gives decision-makers a data-backed recommendation at the right moment. You will learn responsive UI design, database schema modelling and containerisation.…
AI-Powered PCB Solder Defect Prediction Platform
Create a prediction platform with edge Deployment that detects abnormal patterns and raises alerts with supporting evidence. You will learn secure coding practices, responsive UI design and data cleaning with pandas.…
Neural Networks-Based Helmet Use at Construction Gates Assessment Platform
Build an assessment platform that automates a judgement task that today takes hours of manual effort. You will learn API rate limiting, error monitoring and authentication and role-based access.…
Home Energy Audit and Appliance Scheduling for Tariff Savings
Build a system that shifts appliance use to cheaper tariff hours. You will learn load profiling and optimisation under time-of-day pricing.…
Random Forests-Based E-Commerce Return Fraud Alert System
Create an alert system with anomaly Flags that scores and ranks cases so experts review the riskiest ones first. You will learn database schema modelling, state management in web apps and feature engineering.…
Electricity Theft from Meter Readings Chat Assistant using Random Forests and Risk Stratification
Design and build a chat assistant that automates a judgement task that today takes hours of manual effort. You will learn feature engineering, state management in web apps and caching strategies.…
Spam Call Pattern Recognition System using Transformer Models
Design and build a recognition system that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, performance profiling and error monitoring.…
Random Forests-Based Elevator Wait Time Detection System
Create a detection system with anomaly Flags that detects abnormal patterns and raises alerts with supporting evidence. You will learn pipeline orchestration, error monitoring and unit and integration testing.…
Machine Learning-Based Cricket Match Win Probability Recommendation Engine
Create a recommendation engine with multilingual Support that classifies incoming items automatically and routes exceptions to humans. You will learn data cleaning with pandas, geospatial queries and WebSocket programmin…
Garbage Overflow at Public Bins Classification System using Computer Vision and Anomaly Flags
Design and build a classification system that turns raw records into predictions with clear explanations. You will learn cloud deployment, API rate limiting and error monitoring.…
AI-Powered Hospital Bed Demand Monitoring System
Design and build a monitoring system that scores and ranks cases so experts review the riskiest ones first. You will learn database schema modelling, secure coding practices and message queues.…
River Water Turbidity from Drone Images Decision Support System with Anomaly Flags
Create a decision support system with anomaly Flags that scores and ranks cases so experts review the riskiest ones first. You will learn message queues, authentication and role-based access and model evaluation metrics.…