Projects

Selected work. More detail will be added over time.

• Provider Escalation Prediction: Survival and ML-based risk modeling to predict and prevent future escalations.
• Medicare Chat Assistant (RAG Prototype): Local LLM + retrieval pipeline for answering Medicare questions with grounded sources.
• Macro Release Alerting Platform: Automated macro calendar extraction and alerting pipeline with email/calendar outputs.