25%+
conversion improvementImproved onboarding, verification, and booking flows by reducing user friction.

Data-informed Product Manager and technologist with experience across product engineering, systems leadership, AI-assisted workflows, and digital platform delivery.
Data-informed Product Manager and technologist with over a decade of experience spanning product engineering, systems leadership, and digital platform delivery. I combine a strong design sensibility with practical AI workflows to reduce friction, accelerate delivery, and scale user outcomes across mobility and marketplace products.
I use Claude, ChatGPT, Notion AI, and Looker Studio to streamline documentation, sharpen discovery workflows, synthesize research, and support faster product decisions across the full product lifecycle.
Improved onboarding, verification, and booking flows by reducing user friction.
Built a cross-platform design system and improved product, design, and engineering handoff.
Embedded AI tools into discovery, documentation, and research synthesis workflows.
Refined provider-verification UX, matching logic, and marketplace flows.

Figma, Miro, Google Analytics, Looker Studio, Trello, Google Workspace, and Microsoft Office.
Claude, ChatGPT, Notion AI, GitHub Copilot, AI-assisted discovery, PRD writing, synthesis, and stakeholder documentation.