All case studies

Led research and engineering for an AI system assisting hemodialysis teams with anemia management, pairing OCR pipelines with role-aware dashboards.

• Architected a robust Vision AI pipeline using Google Gemini to extract context-aware structured data from medical tables with 85-95% accuracy.
• Engineered a high-resilience batch engine with a custom API Key Rotation & Failover system to handle high-volume processing and rate-limit bypass.
• Integrated a longitudinal analytics dashboard that tracks 20+ biomarkers over time, helping clinicians identify health patterns 90% faster.

An AI-powered clinical decision support system designed to automate anemia management for hemodialysis patients.

• Directed a multi-member team, owning experimentation, model selection, and delivery.
• Combined OCR and ML inference to extract lab metrics with reduced manual errors.
• Built secure experiences for doctors, nurses, and patients plus a Flutter companion app.