
I'm a hacker, extrovert, nerd, and europatriot. Life is about creating value for people who share your values. Builders and entrepreneurs, in my case. Making something physical is hard. Scaling it is even harder. What's missing is automation that works before you're huge, something anyone can configure intuitively without needing an engineer. That's why I'm building ML models for robotic arms.
My path here has been non-linear: from economics to maths & statistics at ETH Zurich, computational genomics research, publishing on scaling laws at NeurIPS, half a year clearing shipping containers in Sierra Leone, and freelancing to build ML pipelines, which is now funding my v1 product.
A field guide to how robot manipulation policies represent actions, from ACT and Diffusion Policy, through Physical Intelligence's π family, to the new World Action Models (mimic-video, DreamZero), fact-checked against the source papers and code.
April 22, 2026

Simulate dilution across funding rounds: founders, ESOP, SAFEs, priced rounds, and exits.
March 26, 2026
I spent 37 days driving through central Europe to talk to potential robotics users. This is my day-by-day diary.
October 27, 2025

My hand-picked list of startups I’d recommend to friends looking for a job or internship.
August 29, 2025
Daily posts about what I learnt, did and am planning to answer my question whether I want to build a robotics company.
May 5, 2025
