Engineering & Medical Student Projects
5000 projects · Page 89 of 209
Sustainable Concrete with Recycled Aggregates: Durability Research
Research long-term durability of recycled-aggregate concrete. You will learn accelerated testing and statistical design of experiments.…
Solar Cell Micro-Crack from EL Images Scoring System using Time-Series Modelling and Human-in-the-Loop Review
Create a scoring system with human-in-the-loop Review that classifies incoming items automatically and routes exceptions to humans. You will learn embedded C programming, signal conditioning and data logging design.…
RF Signal Classification Forecasting System using Explainable AI
Create a forecasting system with drift Monitoring that scores and ranks cases so experts review the riskiest ones first. You will learn testing and validation, experiment documentation and firmware debugging.…
Wake Word Detection on Microcontrollers Assessment Platform using Explainable AI and Model Retraining Pipeline
Create an assessment platform with model Retraining Pipeline that gives decision-makers a data-backed recommendation at the right moment. You will learn calibration methods, embedded C programming and data logging design…
Driver Drowsiness from Camera Feeds Scoring System with Drift Monitoring
Build a scoring system that classifies incoming items automatically and routes exceptions to humans. You will learn communication protocol design, data logging design and experiment documentation.…
Battery Cell Sorting by Internal Resistance Assessment Platform with Batch Scoring
Design and build an assessment platform that gives decision-makers a data-backed recommendation at the right moment. You will learn firmware debugging, data logging design and experiment documentation.…
Bearing Vibration Faults in Fans Grading System with Report Generation
Build a grading system that scores and ranks cases so experts review the riskiest ones first. You will learn data logging design, wireless module configuration and experiment documentation.…
AI-Powered Motor Current Signature Faults Prioritisation Engine
Design and build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn wireless module configuration, PCB design basics and data logging design.…
RF Signal Classification Recommendation Engine with Model Retraining Pipeline
Build a recommendation engine that classifies incoming items automatically and routes exceptions to humans. You will learn communication protocol design, data logging design and power supply design.…
Driver Drowsiness from Camera Feeds Classification System with Voice Interface
Design and build a classification system that automates a judgement task that today takes hours of manual effort. You will learn calibration methods, firmware debugging and sensor interfacing.…
AI-Powered Speech Command Recognition for Appliances Forecasting System
Design and build a forecasting system that scores and ranks cases so experts review the riskiest ones first. You will learn data logging design, embedded C programming and calibration methods.…
Private Information Retrieval for Privacy-Preserving Analytics
Implement and benchmark PIR schemes for private queries (cryptographic privacy research - not crypto-currency). You will learn protocol analysis and performance measurement.…
RF Signal Classification System using Edge AI and Voice Interface
Build a classification system that automates a judgement task that today takes hours of manual effort. You will learn PCB design basics, firmware debugging and communication protocol design.…
LED Bin Sorting Recognition System using Transformer Models
Design and build a recognition system that scores and ranks cases so experts review the riskiest ones first. You will learn calibration methods, communication protocol design and data logging design.…
Graph Neural Networks-Based Capacitor Polarity Check on Assembly Lines Monitoring System
Build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn data logging design, calibration methods and embedded C programming.…
Reinforcement Learning-Based Wire Harness Inspection Assessment Platform
Create an assessment platform with multilingual Support that learns patterns from historical data and flags cases that need attention. You will learn calibration methods, embedded C programming and power supply design.…
Motor Current Signature Faults Forecasting System using Reinforcement Learning
Design and build a forecasting system that turns raw records into predictions with clear explanations. You will learn signal conditioning, wireless module configuration and testing and validation.…
Transformer Humming Sound Faults Alert System with Human-in-the-Loop Review
Design and build an alert system that detects abnormal patterns and raises alerts with supporting evidence. You will learn data logging design, testing and validation and sensor interfacing.…
Wire Harness Inspection Recommendation Engine with Drift Monitoring
Create a recommendation engine with drift Monitoring that classifies incoming items automatically and routes exceptions to humans. You will learn sensor interfacing, signal conditioning and PCB design basics.…
RF Signal Classification System using Reinforcement Learning
Build a classification system that detects abnormal patterns and raises alerts with supporting evidence. You will learn communication protocol design, sensor interfacing and firmware debugging.…
Gradient Boosting-Based Wake Word Detection on Microcontrollers Recognition System
Create a recognition system with explainable Outputs that gives decision-makers a data-backed recommendation at the right moment. You will learn experiment documentation, embedded C programming and sensor interfacing.…
Graph Neural Networks-Based Motor Current Signature Faults Prediction Platform
Create a prediction platform with batch Scoring that classifies incoming items automatically and routes exceptions to humans. You will learn data logging design, PCB design basics and communication protocol design.…
Smart Classroom Energy Manager with Timetable-Aware Switching
Build a system that powers rooms only when classes are scheduled. You will learn schedule-driven automation and energy reporting.…
Solder Joint Quality Grading System with Mobile Inference
Create a grading system with mobile Inference that gives decision-makers a data-backed recommendation at the right moment. You will learn power supply design, calibration methods and wireless module configuration.…