Health Risk Prediction System
Full-stack ML app for early health-risk inference
RoleDesigner & sole engineer
PeriodFeb 2025 — Mar 2025
StackPython, Flask, ML
Categoryml, systems
Early risk signals in patient data go unflagged without manual review.
- Built a full-stack ML application for early health-risk prediction
- Implemented a secure Flask backend managing 100+ user records with authentication and role-based access
- Automated risk inference and reporting to cut manual analysis effort
User input
Flask API
ML inference
Risk report
Model accuracy~85%
Manual analysis effort cut~60%
User records managed100+