From Code to Scale Architecture
I started as a full-stack developer building financial software for investment firms and banks. From there I moved into technical product management - first at a digital bank where I built the credit and risk infrastructure that processed over 500K loan requests, then scaling the R&D onboarding process as the team grew from 30 to 150 developers.
Along the way, I completed an M.Sc in AI and Intelligent Systems. For the past 2+ years I've been building and managing AI-powered apps, websites, and automation systems - for myself and for clients. I don't just advise on AI. I ship with it every day.
In early 2026, I went fully independent - founding Scale with May and running it as a one-person AI-powered operation. I combine tech product expertise, hands-on AI building experience, and deep knowledge of how organizations actually scale to help leaders diagnose what's broken, design better systems, and build the infrastructure for growth.
My approach is practical and direct. No corporate buzzwords. No theory for theory's sake. Just real frameworks from someone who's built products, managed teams, and shipped real things in messy, real-world situations.
