Engineering & Medical Student Projects
5000 projects · Page 35 of 209
Random Forests-Based Noise Pollution Hotspots Prioritisation Engine
Create a prioritisation engine with edge Deployment that learns patterns from historical data and flags cases that need attention. You will learn search indexing, model evaluation metrics and file storage design.…
Road Pothole Severity from Dashcam Frames Search Engine using Deep Learning
Build a search engine that predicts outcomes early enough for staff to act on them. You will learn performance profiling, model evaluation metrics and feature engineering.…
Construction Progress from Site Photos Prioritisation Engine with Dashboard Visualisation
Create a prioritisation engine with dashboard Visualisation that learns patterns from historical data and flags cases that need attention. You will learn cloud deployment, state management in web apps and message queues.…
AI-Powered Cricket Match Win Probability Decision Support System
Create a decision support system with mobile Inference that gives decision-makers a data-backed recommendation at the right moment. You will learn feature engineering, pipeline orchestration and data cleaning with pandas…
Street Light Outage from Night Images Chat Assistant using Neural Networks and Voice Interface
Design and build a chat assistant that turns raw records into predictions with clear explanations. You will learn state management in web apps, pipeline orchestration and caching strategies.…
Metro Station Footfall Prediction Platform using Edge AI
Create a prediction platform with report Generation that learns patterns from historical data and flags cases that need attention. You will learn caching strategies, database schema modelling and model evaluation metrics…
River Water Turbidity from Drone Images Prioritisation Engine using Ensemble Learning and Real-Time Alerts
Create a prioritisation engine with real-time Alerts that turns raw records into predictions with clear explanations. You will learn unit and integration testing, hyperparameter tuning and search indexing.…
Street Light Outage from Night Images Recommendation Engine with Confidence Scores
Build a recommendation engine that learns patterns from historical data and flags cases that need attention. You will learn unit and integration testing, hyperparameter tuning and database schema modelling.…
Random Forests-Based PCB Solder Defect Prioritisation Engine
Create a prioritisation engine with voice Interface that automates a judgement task that today takes hours of manual effort. You will learn geospatial queries, file storage design and performance profiling.…
Low-Cost Housing Design with Interlocking Blocks and Ferrocement
Design an affordable house with alternative materials. You will learn cost-effective construction systems and detailed estimation.…
Bridge Crack from Inspection Photos Prioritisation Engine using Reinforcement Learning and Risk Stratification
Build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn feature engineering, search indexing and file storage design.…
Classroom Attention from Video Recognition System with Explainable Outputs
Create a recognition system with explainable Outputs that turns raw records into predictions with clear explanations. You will learn REST API design, data visualisation and database schema modelling.…
AI-Powered Elevator Wait Time Recommendation Engine
Create a recommendation engine with risk Stratification that predicts outcomes early enough for staff to act on them. You will learn performance profiling, containerisation and error monitoring.…
Hospital Bed Demand Detection System using Neural Networks and Drift Monitoring
Design and build a detection system that predicts outcomes early enough for staff to act on them. You will learn file storage design, REST API design and hyperparameter tuning.…
Solar Panel Soiling from Drone Images Prediction Platform using Natural Language Processing
Build a prediction platform that classifies incoming items automatically and routes exceptions to humans. You will learn message queues, caching strategies and feature engineering.…
Electricity Theft from Meter Readings Grading System with Model Retraining Pipeline
Design and build a grading system that learns patterns from historical data and flags cases that need attention. You will learn search indexing, cloud deployment and containerisation.…
Wind Turbine Blade Damage Detection System using Transfer Learning and Voice Interface
Design and build a detection system that learns patterns from historical data and flags cases that need attention. You will learn database schema modelling, WebSocket programming and message queues.…
Textile Fabric Defect Forecasting System with Mobile Inference
Build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn CI/CD pipelines, WebSocket programming and performance profiling.…
AI-Powered Helmet Use at Construction Gates Classification System
Create a classification system with report Generation that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, responsive UI design and error monitoring.…
PCB Solder Defect Screening Tool using Random Forests and Real-Time Alerts
Design and build a screening tool that automates a judgement task that today takes hours of manual effort. You will learn hyperparameter tuning, performance profiling and geospatial queries.…
GIS-Based Flood Risk Mapping for a River Basin
Build flood-risk maps from terrain and rainfall data. You will learn GIS analysis, watershed delineation and risk communication.…
Wind Turbine Blade Damage Prediction System using Neural Networks and Anomaly Flags
Create a prediction system with anomaly Flags that turns raw records into predictions with clear explanations. You will learn hyperparameter tuning, performance profiling and WebSocket programming.…
River Water Turbidity from Drone Images Estimation System with Edge Deployment
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn secure coding practices, pipeline orchestration and authentication and role-based access.…
Elephant Movement Near Rail Tracks Assessment Platform with Voice Interface
Build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn cloud deployment, file storage design and data cleaning with pandas.…