I help funded startups make the right architecture calls, ship faster, and build engineering teams that scale, drawing on hard-won experience from Amazon-scale systems and AI startups.
Most funded startups need senior technical judgment far more than they need another full-time executive on the cap table. Fractional gives you the seniority, on your terms.
Plug in wherever you need depth: strategy one week, hands-on architecture the next.
Turn business goals into a pragmatic technical roadmap: what to build, what to buy, and what to defer.
Design systems that survive 10× growth, using patterns proven at Amazon scale. Stop firefighting.
Cut through the hype. Identify where AI moves your metrics and ship features that actually work.
Hire the right engineers, set up process that doesn't slow you down, and mentor your leads.
Get from idea to a shippable product in days, not quarters. Built on a foundation you won't regret.
An honest read on your codebase, team, and risks: written for you, your board, or an investor.
A focused 30 minutes on where you are, where you're headed, and the technical decisions in front of you. No pitch.
Within days you get a clear plan: priorities, the engagement shape that fits, and what success looks like.
I join your standups, get into the code, and start removing the bottlenecks holding you back.
“I've built systems that serve millions and shipped AI products from a blank repo. I bring that judgment to your team, minus the politics.”
I'm an engineering leader who spent years building and operating high-scalability systems at Amazon, then went deep on product and AI at fast-moving startups. I've seen what breaks at scale and what makes small teams ship fast. I help founders get both right.
JINOLABS is how I do that work: embedded, pragmatic, and focused on outcomes you can feel.
Book a 30-minute discovery call. No pitch, no obligation. Just a sharp second opinion from someone who's built it before.