Hey, I'm Deb — an AI Product Manager helping teams ship intelligent products that drive real business outcomes.

Over the last several years I've worked across product strategy, customer discovery, and go-to-market execution for AI and SaaS products — turning research and market signals into clear roadmap bets.

Today I partner with founders and product teams as an advisor, help orgs build repeatable AI launch playbooks, and write about what it actually takes to ship AI products people trust.

This site is a living notebook of that work — playbooks, field notes, and occasional reflections from building at the intersection of product and AI.

Want to know more? Read about me here.