Engineering & Medical Student Projects
5000 projects · Page 29 of 209
Lecture Video Chaptering Screening Tool using Ensemble Learning and Confidence Scores
Build a screening tool that predicts outcomes early enough for staff to act on them. You will learn hyperparameter tuning, CI/CD pipelines and file storage design.…
Bus Passenger Crowding Scoring System using Natural Language Processing
Create a scoring system with drift Monitoring that classifies incoming items automatically and routes exceptions to humans. You will learn feature engineering, caching strategies and performance profiling.…
Air Quality from Traffic and Weather Screening Tool using Machine Learning
Create a screening tool with dashboard Visualisation that classifies incoming items automatically and routes exceptions to humans. You will learn performance profiling, authentication and role-based access and caching st…
Food Packet Seal Defect Monitoring System using Explainable AI and Model Retraining Pipeline
Create a monitoring system with model Retraining Pipeline that predicts outcomes early enough for staff to act on them. You will learn cloud deployment, containerisation and file storage design.…
River Water Turbidity from Drone Images Monitoring System using Explainable AI and Human-in-the-Loop Review
Build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn API rate limiting, geospatial queries and hyperparameter tuning.…
Loan Default from Transaction Behaviour Decision Support System with Drift Monitoring
Create a decision support system with drift Monitoring that learns patterns from historical data and flags cases that need attention. You will learn file storage design, REST API design and model evaluation metrics.…
Machine Learning-Based House Rent in Tier-2 Cities Alert System
Build an alert system that learns patterns from historical data and flags cases that need attention. You will learn file storage design, API rate limiting and error monitoring.…
Elephant Movement Near Rail Tracks Search Engine using Support Vector Machines
Create a search engine with dashboard Visualisation that learns patterns from historical data and flags cases that need attention. You will learn database schema modelling, caching strategies and containerisation.…
Random Forests-Based Engine Sound Fault Chat Assistant
Design and build a chat assistant that gives decision-makers a data-backed recommendation at the right moment. You will learn feature engineering, hyperparameter tuning and WebSocket programming.…
Computer Vision-Based Warehouse Pallet Counting Decision Support System
Create a decision support system with model Retraining Pipeline that classifies incoming items automatically and routes exceptions to humans. You will learn hyperparameter tuning, file storage design and message queues.…
Thermal Analysis of Electronic Enclosure Cooling with Heat Pipes
Model enclosure cooling options and verify with a prototype. You will learn conjugate heat transfer basics and design comparison.…
Bird Call Species Identification Recognition System with Mobile Inference
Design and build a recognition system that automates a judgement task that today takes hours of manual effort. You will learn file storage design, geospatial queries and message queues.…
Engine Sound Fault Estimation System using Edge AI
Create an estimation system with human-in-the-loop Review that detects abnormal patterns and raises alerts with supporting evidence. You will learn performance profiling, CI/CD pipelines and state management in web apps.…
AI-Powered Noise Pollution Hotspots Estimation System
Build an estimation system that automates a judgement task that today takes hours of manual effort. You will learn caching strategies, CI/CD pipelines and search indexing.…
Fake Job Posting Grading System using Deep Learning
Design and build a grading system that learns patterns from historical data and flags cases that need attention. You will learn containerisation, search indexing and data visualisation.…
Used Car Price Search Engine with Human-in-the-Loop Review
Build a search engine that automates a judgement task that today takes hours of manual effort. You will learn state management in web apps, data visualisation and WebSocket programming.…
House Rent in Tier-2 Cities Chat Assistant using Explainable AI and Dashboard Visualisation
Build a chat assistant that turns raw records into predictions with clear explanations. You will learn authentication and role-based access, database schema modelling and CI/CD pipelines.…
Computer Vision-Based Flood Water Level from River Cameras Estimation System
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn cloud deployment, data visualisation and performance profiling.…
AI-Powered Bottle Cap Defect Forecasting System
Design and build a forecasting system that automates a judgement task that today takes hours of manual effort. You will learn state management in web apps, responsive UI design and secure coding practices.…
Computer Vision-Based Forest Fire Smoke from Watchtower Cameras Grading System
Create a grading system with human-in-the-loop Review that classifies incoming items automatically and routes exceptions to humans. You will learn file storage design, REST API design and error monitoring.…
Engine Sound Fault Classification System using Deep Learning
Build a classification system that automates a judgement task that today takes hours of manual effort. You will learn authentication and role-based access, CI/CD pipelines and model evaluation metrics.…
Geneva Mechanism-Based Automatic Indexing Table
Build an indexing table driven by a Geneva mechanism. You will learn intermittent-motion design and machining basics.…
Poultry Farm Mortality Early Warning Classification System using Deep Learning and Anomaly Flags
Build a classification system that turns raw records into predictions with clear explanations. You will learn background job scheduling, WebSocket programming and cloud deployment.…
Lip Reading for Silent Speech Prioritisation Engine with Report Generation
Build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn WebSocket programming, performance profiling and hyperparameter tuning.…