Enterprise-scale AI platforms delivering measurable impact across healthcare, plus the personal projects I'm building right now.
Led platform architecture for reusable agent-driven workflows. Designed modular capability stack with document understanding, RAG, and orchestration. Delivered event-driven prior authorization demo.
Implemented GenAI workflow to analyze medical records and assist clinical decision-making for 2,000+ healthcare professionals. Integrated with existing UM processes.
Architected and implemented shared GenAI common services enabling consistent agentic implementation patterns across enterprise. Created reusable "golden path" reference patterns.
Library of production-ready GenAI capabilities: document understanding, RAG quality patterns, orchestration, safety controls, and observability infrastructure.
Built conversational assistant using RAG to ground responses in provider data. Designed multi-model approach to balance quality vs cost with production-ready patterns.
Delivered platform running 60+ AI models generating 120M+ predictions across ~50M members on daily/weekly/monthly schedules. Integrated into care management and personalization.
Production-ready artifacts, patterns, and documentation: architecture blueprints, reference implementations, evaluation frameworks, operational runbooks, and stakeholder deliverables.