FastDoc
0 โ 100+ companies in 6 months
Built a GenAI documentation tool for Jira and Confluence. Shipped to Atlassian Marketplace in 6 months. Reduced documentation time by 70%.
Product leader. Builder. Occasional writer.
I ship AI products that people actually use. Currently open to consulting and fractional product leadership.

Started in aerospace engineering, ended up in product. I've built documentation tools, led enterprise pivots, and shipped features to 30K+ teams. Now I help founders and product teams figure out what to build and how to ship it.
I'm the guy who took apart radios as a kid, studied aerospace because I wanted to fly fighters, hosted 100+ travelers through Couchsurfing, and eventually found product management as the thing that ties all my interests together.
AI workflows with n8n and MCP servers
Where AI product value actually comes from (hint: not better models)
Girl dad. Coffee snob. Indian classical music listener.
I work with founders and product teams to ship things that matter.
Help you figure out what to build, what to skip, and how to position it.
From prototype to production. I've shipped GenAI products that customers actually adopt.
Part-time product leadership for teams that need direction without a full-time hire.
Things I've built and shipped.
0 โ 100+ companies in 6 months
Built a GenAI documentation tool for Jira and Confluence. Shipped to Atlassian Marketplace in 6 months. Reduced documentation time by 70%.
30K+ teams, +12% ARR, NPS 38โ52
Scaled a mature product by shipping 20+ top-requested features and adding ML-driven time tracking. Turned a legacy backlog into customer love.
B2C โ B2B pivot, SOC 2 certified
Led enterprise pivot for a cybersecurity startup. Built agentic AI for threat intelligence and got them SOC 2 ready.
$12M opportunity validated, then COVID hit
Built predictive rebooking for airlines. The product worked. The timing didn't. Learned that great products can still fail.
Essays on product, AI, and building things.
The bottleneck is trust, not capability. Most AI products fail because users can't understand why the AI did what it did.
2025-01-15 ยท 4 minNot actually lazy. They just refuse to build things that don't matter. They say no more than they say yes.
2025-01-08 ยท 2 minToo much noise. Not enough signal. I'd rather write here where the audience self-selects.
I'm open to consulting projects, fractional PM roles, and interesting conversations. Best way to reach me is email.