I deliver business outcomes through product and GTM strategy built on deep customer insight.

I've spent a decade building AI/ML products — most recently at Meta, leading cross-company work to make its GenAI products safer for younger users, and before that at Chegg, building an ML marketplace that matched students to employers. Earlier I founded an ML analytics startup through Entrepreneur First and, as a product marketing manager at LinkedIn, led go-to-market for its SMB business alongside the sales team. I get most excited about delivering a business goal through a roadmap that is grounded in deep customer insight. On a recent break I built KidNotes with Claude Code.