Product management, prototyping and user research specializing in human-AI interaction for enterprise AI applications. Experienced with implementations of agentic applications, MCP client/server architectures, RAG, graph DBs, knowledge bases, semantic/parametric search, etc. Experience ranging from 3 person startups to Fortune 100 companies and across verticals including life sciences, biotech, finance, dev tools, IIoT, manufacturing, and more. Competencies include product management and facilitation, rapid prototyping (Voiceflow, Figma, Axure, etc), and qualitative and quantitative user research.