Engineering & Medical Student Projects
5000 projects · Page 27 of 209
Resume Screening for Campus Drives Search Engine with Mobile Inference
Create a search engine with mobile Inference that detects abnormal patterns and raises alerts with supporting evidence. You will learn state management in web apps, unit and integration testing and file storage design.…
Ensemble Learning-Based Music Mood from Audio Features Detection System
Create a detection system with mobile Inference that automates a judgement task that today takes hours of manual effort. You will learn hyperparameter tuning, database schema modelling and secure coding practices.…
Helmet Use at Construction Gates Prioritisation Engine using Computer Vision and Confidence Scores
Create a prioritisation engine with confidence Scores that predicts outcomes early enough for staff to act on them. You will learn containerisation, background job scheduling and performance profiling.…
Heat Exchanger Design and Performance Testing (Shell and Tube)
Design, build and test a small shell-and-tube exchanger. You will learn LMTD/NTU methods and experimental validation.…
Bus Passenger Crowding Recommendation Engine using Edge AI
Build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn WebSocket programming, error monitoring and message queues.…
Music Mood from Audio Features Search Engine with Dashboard Visualisation
Create a search engine with dashboard Visualisation that turns raw records into predictions with clear explanations. You will learn API rate limiting, data visualisation and REST API design.…
Gradient Boosting-Based Bird Call Species Identification Recommendation Engine
Build a recommendation engine that automates a judgement task that today takes hours of manual effort. You will learn authentication and role-based access, CI/CD pipelines and pipeline orchestration.…
Edge AI-Based Student Attendance from Class Photos Prediction Platform
Create a prediction platform with drift Monitoring that learns patterns from historical data and flags cases that need attention. You will learn geospatial queries, CI/CD pipelines and file storage design.…
Hospital Bed Demand Grading System using Time-Series Modelling and Drift Monitoring
Build a grading system that detects abnormal patterns and raises alerts with supporting evidence. You will learn CI/CD pipelines, authentication and role-based access and state management in web apps.…
Road Pothole Severity from Dashcam Frames Prediction Platform with Real-Time Alerts
Create a prediction platform with real-time Alerts that turns raw records into predictions with clear explanations. You will learn error monitoring, hyperparameter tuning and background job scheduling.…
Noise Pollution Hotspots Prediction System using Transfer Learning and Mobile Inference
Build a prediction system that predicts outcomes early enough for staff to act on them. You will learn authentication and role-based access, pipeline orchestration and unit and integration testing.…
Used Car Price Monitoring System with Dashboard Visualisation
Build a monitoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn pipeline orchestration, data cleaning with pandas and performance profiling.…
Lip Reading for Silent Speech Monitoring System using Random Forests and Human-in-the-Loop Review
Design and build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, cloud deployment and REST API design.…
Queue Length at Billing Counters Decision Support System with Anomaly Flags
Create a decision support system with anomaly Flags that predicts outcomes early enough for staff to act on them. You will learn data visualisation, file storage design and performance profiling.…
CNC Plotter / Mini Milling Machine from Scratch
Build a working CNC plotter that draws and engraves. You will learn motion systems, G-code and calibration.…
Pharmaceutical Tablet Defect Classification System using Neural Networks and Risk Stratification
Build a classification system that turns raw records into predictions with clear explanations. You will learn caching strategies, message queues and search indexing.…
Fish Pond Water Quality Risk Screening Tool using Machine Learning and Mobile Inference
Design and build a screening tool that turns raw records into predictions with clear explanations. You will learn performance profiling, message queues and REST API design.…
Time-Series Modelling-Based Food Delivery Time Recognition System
Design and build a recognition system that detects abnormal patterns and raises alerts with supporting evidence. You will learn authentication and role-based access, WebSocket programming and error monitoring.…
Crop Leaf Disease from Field Photos Scoring System with Real-Time Alerts
Create a scoring system with real-time Alerts that detects abnormal patterns and raises alerts with supporting evidence. You will learn authentication and role-based access, WebSocket programming and hyperparameter tunin…
House Rent in Tier-2 Cities Monitoring System with Mobile Inference
Create a monitoring system with mobile Inference that turns raw records into predictions with clear explanations. You will learn file storage design, REST API design and data cleaning with pandas.…
AI-Powered Food Packet Seal Defect Prioritisation Engine
Build a prioritisation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn database schema modelling, REST API design and caching strategies.…
AI-Powered Answer Sheet Handwriting Detection System
Create a detection system with risk Stratification that scores and ranks cases so experts review the riskiest ones first. You will learn database schema modelling, data cleaning with pandas and file storage design.…
Electricity Theft from Meter Readings Alert System with Voice Interface
Design and build an alert system that predicts outcomes early enough for staff to act on them. You will learn unit and integration testing, cloud deployment and authentication and role-based access.…
Engine Sound Fault Prediction Platform with Voice Interface
Design and build a prediction platform that predicts outcomes early enough for staff to act on them. You will learn geospatial queries, message queues and caching strategies.…