Profile / Product leader / Builder

I bridge model capability and enterprise reality.

The short version

I started in chemical engineering, moved into data and research products, and found my home in product management: the discipline where systems thinking, customer judgment, technology, and commercial outcomes meet.

Today I own products across Level AI's intelligence stack - from domain-specific models, evaluation systems, and infrastructure economics to agentic applications used by enterprise CX teams.

My best work happens in ambiguous platform problems where the technology is moving quickly but the product still has to be reliable, explainable, usable, and economically sound.

01 / What I bring

Full-stack product judgment.

01

Model-to-application product strategy

02

Enterprise AI quality and governance

03

0-to-1 product development and scale

04

Adoption, pricing, and commercialization

05

Technical prototyping and agent workflows

06

Executive and cross-functional alignment

02 / The path

Built across products, platforms, and teams.

01

2015 - 2020

Evalueserve

Product Owner

Built a B2B SaaS product from concept to launch and learned how customer discovery, product delivery, and GTM reinforce one another.

02

2020 - 2022

Analec

Product Manager

Introduced continuous discovery and experimentation, using customer evidence and product metrics to drive CRM and workflow adoption.

03

2022 - 2025

Contify

Head of Product

Led enterprise search, knowledge graphs, and a grounded RAG assistant while growing the product organization from one to seven PMs.

04

Feb 2025 - Present

Level AI

Senior Product Manager

Own agentic applications and the underlying AI platform, spanning model strategy, evaluation, infrastructure economics, GTM, and adoption.

03 / Outside the roadmap

Curious by default.

01

Cricket

Playing, watching, and following the details.

02

Coffee

Cold brew, French press, and the occasional rabbit hole.

03

Travel optimization

Points, routes, and yes, a spreadsheet.