At Elevance Health, I engineered stateful multi-agent workflows with Python, LangGraph, and LangChain for clinical information processing. The workflows integrated LLM inference and retrieval-augmented generation, reducing clinical document review time by 55%.
I developed CareAssist, a clinical AI application that turns patient conversations into structured documentation and retrieves relevant context. It reduced documentation effort by 35% while supporting source traceability and controlled access.
I also developed NexusAI, an enterprise knowledge retrieval application using LangChain, Azure AI Search, and pgvector. It reduced the time employees spent locating relevant information by 40%.
At Apple, I developed AI and backend platforms including Orion and InsightFlow, and built services for infrastructure and ML systems. My work included data pipelines, telemetry, and backend services supporting high-volume production workloads.
