Refusing to do just one thing.
My PhD is in High-Dimensional Optimization. I study how complex systems fail, and why the fix that works in theory breaks the moment it hits the real world.
I took that into Google. Launched Gemini for Businesses, 10 million users. Into Uber Freight, served as Technical Lead scaling shipment platforms and routing algorithms. Into McKinsey Digital, deployed predictive algorithms for Fortune 100 industrial operations. Published. Presented at key conferences.
Then I started asking a different question. Not how to scale systems, but why teams keep failing at the same point. The answer was always the same: they automated broken workflows and called it progress.
GROWEE is the fix. Teams can’t automate what they can’t see. We make the invisible work visible, then eliminate it. The same structural layout applies to my investments: finding leverage points in early-stage ML companies. In Rooms Without Walls, we create intentional spaces for builders to think. In STYLE IQ, we design physical clothing as structural systems. The rest of my life runs on the same logic. Strip what doesn’t belong. What remains is the signal.
Keynote Speaker
SaaStr · Forbes Summit · AI Lab · TechCrunch · Startup Grind · Scientific Conferences · 50+ keynotes delivered
AI Lead — Google
Launched Gemini for Businesses · 10M+ users
Technical Lead — Uber Freight
Launched shipment platform and scaled algorithms
Scientist and Consultant — McKinsey Digital
Predictive algorithms · Fortune 100 industrial optimization
ML PhD — High-Dimensional Optimization
Random Networks · Reasoning Architectures · The side hustle that became the foundation