Engineering & Medical Student Projects
5000 projects · Page 171 of 209
Bed Occupancy Forecasting on Synthetic Census Data Estimation System with Voice Interface
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn image preprocessing pipelines, responsible AI safeguards and benchmark comparison.…
GitOps Platform with Argo CD and Progressive Delivery
Build a GitOps platform that promotes releases with automated canary verdicts. You will learn GitOps workflows, progressive delivery and rollback design.…
Pneumonia Screening from Public Chest Radiographs Forecasting System using Transfer Learning and Real-Time Alerts
Build a forecasting system that learns patterns from historical data and flags cases that need attention. You will learn model calibration, clinical evaluation metrics and error analysis and failure cases.…
No-Show Prediction for Outpatient Appointments Prediction Platform with Batch Scoring
Build a prediction platform that turns raw records into predictions with clear explanations. You will learn benchmark comparison, error analysis and failure cases and deployment basics.…
Pneumonia Screening from Public Chest Radiographs Prioritisation Engine using Ensemble Learning and Anomaly Flags
Build a prioritisation engine that learns patterns from historical data and flags cases that need attention. You will learn benchmark comparison, annotation quality checks and image preprocessing pipelines.…
Support Vector Machines-Based Bed Occupancy Forecasting on Synthetic Census Data Prediction System
Build a prediction system that scores and ranks cases so experts review the riskiest ones first. You will learn benchmark comparison, clinical evaluation metrics and explainability methods.…
AI-Powered Medical Coding Assistance on Synthetic Case Sheets Forecasting System
Build a forecasting system that scores and ranks cases so experts review the riskiest ones first. You will learn benchmark comparison, model calibration and image preprocessing pipelines.…
Adverse Drug Reaction Signals from FAERS Open Data Assessment Platform using Graph Neural Networks
Build an assessment platform that learns patterns from historical data and flags cases that need attention. You will learn train-test leakage control, responsible AI safeguards and explainability methods.…
Gradient Boosting-Based Heart Sound Classification on Public Phonocardiogram Sets Screening Tool
Build a screening tool that classifies incoming items automatically and routes exceptions to humans. You will learn benchmark comparison, public dataset documentation and train-test leakage control.…
Fall Risk Scoring for Elderly on Synthetic Ward Data Decision Support System using Explainable AI and Dashboard Visualisation
Build a decision support system that gives decision-makers a data-backed recommendation at the right moment. You will learn image preprocessing pipelines, clinical evaluation metrics and responsible AI safeguards.…
Cervical Cytology Classification on Public Pap Datasets Chat Assistant with Multilingual Support
Build a chat assistant that learns patterns from historical data and flags cases that need attention. You will learn model calibration, annotation quality checks and clinical evaluation metrics.…
AI-Powered Claims Fraud Pattern Detection on Synthetic Insurance Data Monitoring System
Build a monitoring system that predicts outcomes early enough for staff to act on them. You will learn annotation quality checks, deployment basics and train-test leakage control.…
Multi-Region Kubernetes Platform with Disaster Recovery Drills
Run a service across two regions and prove recovery with scheduled game-day drills. You will learn DR architecture, backup strategy and recovery testing.…
Readmission Risk on Public Benchmark Datasets Assessment Platform using Graph Neural Networks and Edge Deployment
Build an assessment platform that automates a judgement task that today takes hours of manual effort. You will learn deployment basics, model calibration and explainability methods.…
Heatwave Health Risk Index from Public Aggregates Prioritisation Engine using Explainable AI
Build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn explainability methods, error analysis and failure cases and benchmark comparison.…
EEG Seizure Detection on Public Datasets Monitoring System with Report Generation
Build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn image preprocessing pipelines, class imbalance handling and benchmark comparison.…
Cervical Cytology Classification on Public Pap Datasets Assessment Platform with Real-Time Alerts
Build an assessment platform that detects abnormal patterns and raises alerts with supporting evidence. You will learn deployment basics, clinical evaluation metrics and class imbalance handling.…
Tuberculosis Screening from Public CXR Collections Decision Support System using Natural Language Processing and Model Retraining Pipeline
Build a decision support system that automates a judgement task that today takes hours of manual effort. You will learn clinical evaluation metrics, explainability methods and responsible AI safeguards.…
OPD Wait-Time Prediction for Clinics Screening Tool with Report Generation
Build a screening tool that turns raw records into predictions with clear explanations. You will learn train-test leakage control, annotation quality checks and responsible AI safeguards.…
Cervical Cytology Classification on Public Pap Datasets Decision Support System using Ensemble Learning and Model Retraining Pipeline
Build a decision support system that gives decision-makers a data-backed recommendation at the right moment. You will learn clinical evaluation metrics, model calibration and class imbalance handling.…
Adverse Drug Reaction Signals from FAERS Open Data Estimation System with Report Generation
Build an estimation system that detects abnormal patterns and raises alerts with supporting evidence. You will learn train-test leakage control, explainability methods and public dataset documentation.…
Graph Neural Networks-Based Cough Sound Screening on Public Audio Collections Scoring System
Build a scoring system that automates a judgement task that today takes hours of manual effort. You will learn explainability methods, train-test leakage control and clinical evaluation metrics.…
EEG Seizure Detection on Public Datasets Prediction System with Mobile Inference
Build a prediction system that predicts outcomes early enough for staff to act on them. You will learn deployment basics, benchmark comparison and model calibration.…
Internal Developer Portal with Backstage and Golden Paths
Build a portal where developers scaffold production-ready services in minutes. You will learn platform engineering, golden paths and developer experience metrics.…