Aamer Jalan

AI-native EHR platform for private pay and out-of-network behavioral health clinicians. Architected AWS serverless infrastructure with HIPAA-compliant FHIR R4 datastore.

• Designed multi-stack microservices architecture with CDK
• Built production-grade AWS HealthLake with full HIPAA compliance
• Engineered scalable APIs supporting 1,000+ concurrent users

Data-driven symptom tracking platform for Tourette's patients. Won 1st place at IIM Ahmedabad Tech for Social Good Hackathon.

• Pitched to 3-judge panel against 50+ teams nationwide
• Identified $5.6B addressable market opportunity
• Built prototype enabling real-time symptom tracking

ML-driven portfolio optimization improving risk-adjusted returns during high-volatility regimes. Supervised by Prof. Sandeep Juneja (PhD Stanford).

• Improved Sharpe ratio by 9%, Sortino ratio by 24%
• Trained diffusion models on 13+ years of NSE data
• Validated through 157 out-of-sample folds

End-to-end ML pipeline for billable hours forecasting serving consulting, legal, and nonprofit organizations.

• Built AWS serverless solution processing 100,000+ records
• Achieved MAPE <12% across 3 demo clients
• Evaluated 8 time series models for production deployment

Real-time event alerting system using SignalR for wealth management platform at Edelweiss Group.

• Served 1,000+ users across 12 modules
• Designed schemas for 25+ event types
• Captured 500,000+ events daily with 99.95% reliability