I build products that win.
Engineer-turned-PM - ex-Google contractor, OSS contributor, ML platforms - before I moved upstream to decide what to build next as a PM.
I work where leverage compounds: growth, platform, and AI. Different surfaces, same two questions:
- What's the next thing worth shipping?
- How fast can we prove it?
What I focus on
More on how I think about all three in The Agentic AI Playbook — a deep-dive on building 0-to-1 agentic products from first principles.
My Approach
First principles, then prototypes.
Before solutions, I dig: What's the real problem? Who feels the pain? Too many teams ship beautiful answers to questions nobody asked.
Then I move fast. I believe in clarity through prototypes, not presentations. With Claude Code and Codex, I build working prototypes teams can touch - engineers, designers, and stakeholders align faster on something real than on a spec doc. See my portfolio for examples.
Track Record
- Currently at ButterCMS: AI Assistant + MCP server shipped, +40% trial-to-paid lift, full docs migrated to Mintlify
- Led product at €2M-funded QTravel.ai - pioneered production LLMs in travel before it was cool (2022)
- Surfaced $38.9M acquisition target (Traffic Puzzle) for Huuuge Games via M&A intelligence platform I prototyped and then shipped to production with team of 5 devs
- Scaled AirHelp from 10→250 people and $1M→$80M ARR
- Former Google OSS contractor & contributor
- Deep technical chops: semantic search, RAG, Agentic architectures, Agentic UX, APIs
- Deep product craft: activation, retention & monetization optimization, discovery, delivery & AI PM OS building to streamline repetitive tasks via Agentic Harness
What I Bring
- 0→1 builder - built from scratch, not just optimized
- Engineer's mind, PM's role - technical depth that multiplies engineering. I read code, validate hypotheses with prototypes, and equip the team with the context they need to ship production-ready work.
- Business acumen - GTM, pricing, positioning, unit economics
- Design sensibility - craft and user experience matter
- Startup speed, enterprise rigor - fast when it counts, thorough when it matters
I write about product strategy, AI, growth, and first-principles thinking on the blog — expect technical deep-dives and lessons from the trenches.