I design and build AI-native products at the intersection of systems, data, and user. Today that work runs through the Live Learn Innovate Foundation, CrimCaseAI, and Todaiyo — applying the craft I've spent the last 25 years honing to missions where the next user interaction is half UI, half model.
I started in voice and natural-language systems — an early foundation in designing how humans interact with intelligent machines. Over time I scaled that into UX and product leadership, including UX for a $1.2B business unit administering 75M+ shareholder records a year.
More recently I've moved back to hands-on building. I prototype directly in code with AI-assisted environments — Claude Code, Lovable, Bolt — and I've helped teams shift out of traditional design tools and into code-first workflows. Faster iteration, tighter collaboration with engineering, and more meaningful validation earlier in the product lifecycle.