Designed the field data collection system for a 700-household NIH-funded cohort study, turning fragile paper infrastructure into the operational backbone for a landmark study in dental disease genetics.
Live transcript → structured insight. A confidence-gated NLP pipeline that maps client language spatially in real time.
I combine HCI training from Carnegie Mellon with coaching frameworks and hands-on AI development. I help organizations make smart decisions about AI like when to build, when to buy, and whether they're ready for either.
My approach: strategic thinking (Wardley mapping, systems design) + rapid prototyping (Cursor, Claude Code, Python, n8n) + behavioral insight on what users actually need vs. what they say they need.
Read my full storyI'm looking for a senior product or AI design leadership role where I can build systems that matter. If that sounds like your team, let's talk.
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