Healthcare Decision Support
Provider Escalation Prediction
Survival and ML-based risk modeling to predict provider escalations before they become operationally expensive.
Projects
Case studies in applied AI, ML, analytics, and decision support.
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GenAI and Retrieval Systems
Medicare Chat Assistant
Local LLM and retrieval pipeline for answering Medicare questions with grounded source material.
Finance and Macro Intelligence
Macro Release Alerting Platform
Automated calendar extraction and alerting pipeline for market-moving macro or earnings events.
Applied ML Systems
Image De-duplication for Large Photo Libraries
Embedding-based duplicate detection workflow for large personal photo collections.