Understanding how people actually work, before deciding what to build.

Product, design, and AI leadership — case studies, methodology, and experiments in natural-language interaction.

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About

My story, what I believe, and how I work.

Transforming discovery into an organizational capability.

Projects and perspectives on AI and natural-language interaction.

Get in touch, or view my resume.