Engineering & Medical Student Projects
5000 projects · Page 88 of 209
Speech Command Recognition for Appliances Prioritisation Engine with Dashboard Visualisation
Create a prioritisation engine with dashboard Visualisation that automates a judgement task that today takes hours of manual effort. You will learn communication protocol design, firmware debugging and data logging desig…
Reinforcement Learning-Based Capacitor Polarity Check on Assembly Lines Forecasting System
Build a forecasting system that learns patterns from historical data and flags cases that need attention. You will learn communication protocol design, experiment documentation and power supply design.…
Optimal Placement of EV Charging Stations Using GIS and Optimisation
Place chargers to balance coverage, grid load and cost. You will learn facility-location modelling and scenario analysis.…
LED Bin Sorting Forecasting System with Edge Deployment
Design and build a forecasting system that classifies incoming items automatically and routes exceptions to humans. You will learn data logging design, power supply design and firmware debugging.…
Solder Joint Quality Estimation System using Ensemble Learning
Design and build an estimation system that learns patterns from historical data and flags cases that need attention. You will learn wireless module configuration, signal conditioning and communication protocol design.…
AI-Powered RF Signal Classification Monitoring System
Design and build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn wireless module configuration, testing and validation and embedded C programming.…
AI-Powered PCB Defect from Camera Images Screening Tool
Build a screening tool that automates a judgement task that today takes hours of manual effort. You will learn power supply design, embedded C programming and experiment documentation.…
Antenna Radiation Pattern Anomalies Recognition System using Deep Learning and Anomaly Flags
Create a recognition system with anomaly Flags that gives decision-makers a data-backed recommendation at the right moment. You will learn calibration methods, experiment documentation and power supply design.…
AI-Powered Wake Word Detection on Microcontrollers Classification System
Create a classification system with model Retraining Pipeline that turns raw records into predictions with clear explanations. You will learn data logging design, power supply design and signal conditioning.…
Speech Command Recognition for Appliances Scoring System using Edge AI and Real-Time Alerts
Build a scoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn power supply design, firmware debugging and testing and validation.…
RF Signal Classification Estimation System with Anomaly Flags
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn data logging design, PCB design basics and power supply design.…
Reinforcement Learning-Based Wake Word Detection on Microcontrollers Prediction System
Design and build a prediction system that learns patterns from historical data and flags cases that need attention. You will learn firmware debugging, calibration methods and power supply design.…
LED Bin Sorting Search Engine using Support Vector Machines
Create a search engine with voice Interface that classifies incoming items automatically and routes exceptions to humans. You will learn sensor interfacing, calibration methods and experiment documentation.…
Uncertainty Quantification for Deep Learning in Safety-Critical Vision
Study when vision models know they are unsure. You will learn calibration, ensembles and conformal prediction basics.…
AI-Powered LED Bin Sorting Prediction Platform
Build a prediction platform that scores and ranks cases so experts review the riskiest ones first. You will learn signal conditioning, power supply design and data logging design.…
Motor Current Signature Faults Alert System with Edge Deployment
Create an alert system with edge Deployment that turns raw records into predictions with clear explanations. You will learn power supply design, embedded C programming and data logging design.…
LED Bin Sorting Chat Assistant with Drift Monitoring
Build a chat assistant that automates a judgement task that today takes hours of manual effort. You will learn power supply design, signal conditioning and firmware debugging.…
AI-Powered Bearing Vibration Faults in Fans Prediction System
Create a prediction system with mobile Inference that learns patterns from historical data and flags cases that need attention. You will learn power supply design, embedded C programming and experiment documentation.…
Display Panel Defect Forecasting System using Machine Learning and Batch Scoring
Design and build a forecasting system that learns patterns from historical data and flags cases that need attention. You will learn experiment documentation, sensor interfacing and power supply design.…
Capacitor Polarity Check on Assembly Lines Recommendation Engine using Neural Networks and Confidence Scores
Design and build a recommendation engine that automates a judgement task that today takes hours of manual effort. You will learn firmware debugging, sensor interfacing and embedded C programming.…
Bearing Vibration Faults in Fans Screening Tool using Time-Series Modelling
Build a screening tool that detects abnormal patterns and raises alerts with supporting evidence. You will learn power supply design, testing and validation and embedded C programming.…
LED Bin Sorting Decision Support System with Anomaly Flags
Build a decision support system that gives decision-makers a data-backed recommendation at the right moment. You will learn embedded C programming, firmware debugging and communication protocol design.…
Solar Cell Micro-Crack from EL Images Search Engine with Drift Monitoring
Create a search engine with drift Monitoring that automates a judgement task that today takes hours of manual effort. You will learn sensor interfacing, signal conditioning and firmware debugging.…
RF Signal Classification Prediction Platform using Support Vector Machines
Create a prediction platform with real-time Alerts that scores and ranks cases so experts review the riskiest ones first. You will learn experiment documentation, embedded C programming and PCB design basics.…