Predictive Risk Stratification & Clinical Intelligence System
Problem
Healthcare systems struggle with predictive risk assessment and integration of structured and unstructured clinical data — making proactive patient management nearly impossible at scale.
Process
Developed an AI-driven digital health platform with intelligent pipelines for both structured clinical data and unstructured medical records. Built predictive models for patient risk stratification and clinical outcome prediction. Designed user-friendly dashboards, clinical workflow tools, and decision-support systems.
Impact
✦ Proactive patient risk identification · Structured + unstructured data pipelines · Clinical decision-support at scale