Engineering & Medical Student Projects
5000 projects · Page 22 of 209
Forest Fire Smoke from Watchtower Cameras Scoring System with Edge Deployment
Create a scoring system with edge Deployment that predicts outcomes early enough for staff to act on them. You will learn WebSocket programming, background job scheduling and performance profiling.…
Edge AI-Based Food Delivery Time Monitoring System
Design and build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn responsive UI design, secure coding practices and containerisation.…
Single-Phase Inverter Design with Pure Sine Wave Output
Build a sine-wave inverter prototype. You will learn SPWM generation, gate drivers and THD measurement.…
Chess Move Quality Grading Classification System using Random Forests
Build a classification system that gives decision-makers a data-backed recommendation at the right moment. You will learn performance profiling, model evaluation metrics and unit and integration testing.…
Chess Move Quality Grading Estimation System using Explainable AI
Build an estimation system that turns raw records into predictions with clear explanations. You will learn error monitoring, performance profiling and pipeline orchestration.…
Hospital Bed Demand Chat Assistant with Voice Interface
Design and build a chat assistant that learns patterns from historical data and flags cases that need attention. You will learn feature engineering, error monitoring and WebSocket programming.…
Reinforcement Learning-Based Hospital Bed Demand Prediction Platform
Build a prediction platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn performance profiling, authentication and role-based access and caching strategies.…
AI-Powered Loan Default from Transaction Behaviour Prediction System
Create a prediction system with real-time Alerts that classifies incoming items automatically and routes exceptions to humans. You will learn hyperparameter tuning, database schema modelling and REST API design.…
Neural Networks-Based Textile Fabric Defect Classification System
Create a classification system with risk Stratification that predicts outcomes early enough for staff to act on them. You will learn background job scheduling, state management in web apps and data cleaning with pandas.…
Construction Progress from Site Photos Prediction System with Real-Time Alerts
Design and build a prediction system that scores and ranks cases so experts review the riskiest ones first. You will learn authentication and role-based access, responsive UI design and unit and integration testing.…
River Water Turbidity from Drone Images Assessment Platform with Dashboard Visualisation
Design and build an assessment platform that predicts outcomes early enough for staff to act on them. You will learn authentication and role-based access, pipeline orchestration and background job scheduling.…
Transfer Learning-Based Lecture Video Chaptering Search Engine
Build a search engine that automates a judgement task that today takes hours of manual effort. You will learn message queues, responsive UI design and authentication and role-based access.…
Spam Call Pattern Estimation System with Dashboard Visualisation
Create an estimation system with dashboard Visualisation that detects abnormal patterns and raises alerts with supporting evidence. You will learn data cleaning with pandas, caching strategies and responsive UI design.…
Automatic Voltage Stabiliser with Digital Display
Build a stabiliser that corrects low/high mains voltage. You will learn sensing circuits and stepped correction design.…
Customer Support Ticket Priority Scoring System using Random Forests
Create a scoring system with human-in-the-loop Review that learns patterns from historical data and flags cases that need attention. You will learn database schema modelling, containerisation and cloud deployment.…
Random Forests-Based Electricity Theft from Meter Readings Prediction Platform
Build a prediction platform that classifies incoming items automatically and routes exceptions to humans. You will learn database schema modelling, state management in web apps and responsive UI design.…
Student Attendance from Class Photos Detection System with Human-in-the-Loop Review
Create a detection system with human-in-the-loop Review that detects abnormal patterns and raises alerts with supporting evidence. You will learn background job scheduling, authentication and role-based access and cloud …
Edge AI-Based Chess Move Quality Grading Classification System
Design and build a classification system that detects abnormal patterns and raises alerts with supporting evidence. You will learn search indexing, API rate limiting and feature engineering.…
Water Pipeline Leakage from Pressure Data Detection System with Model Retraining Pipeline
Design and build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn feature engineering, data visualisation and model evaluation metrics.…
River Water Turbidity from Drone Images Scoring System with Report Generation
Build a scoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn geospatial queries, performance profiling and search indexing.…
Random Forests-Based Exam Paper Leak Rumour on Social Media Decision Support System
Build a decision support system that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, pipeline orchestration and file storage design.…
Forest Fire Smoke from Watchtower Cameras Decision Support System using Explainable AI
Create a decision support system with confidence Scores that turns raw records into predictions with clear explanations. You will learn model evaluation metrics, state management in web apps and REST API design.…
Bridge Crack from Inspection Photos Scoring System using Computer Vision
Create a scoring system with mobile Inference that predicts outcomes early enough for staff to act on them. You will learn feature engineering, pipeline orchestration and state management in web apps.…
Food Delivery Time Classification System with Dashboard Visualisation
Create a classification system with dashboard Visualisation that detects abnormal patterns and raises alerts with supporting evidence. You will learn WebSocket programming, REST API design and secure coding practices.…