The short version
I studied mechanical engineering - the kind of training where you learn to think in systems, tolerances, and physics. When I pivoted into digital marketing and SEO, I brought that same engineering mindset: understand every variable, test everything, build for the long term.
In 2017, I built GCodeTutor from a laptop on a beach in Thailand. No office, no team, no investors - just deep knowledge of CNC machining and a willingness to teach it well. The business grew. It funded eight years of travel across Asia - snowboarding in Bulgaria, island-hopping around Thailand, coding from coworking spaces in Chiang Mai and Koh Lanta, chilling in Hoi An. I've made my home in Nepal, Bali, Cambodia, Hong Kong. And I still run GCodeTutor.
Now I’m co-founder of Insight Division Labs, where I build AI agentic systems for marketing. It’s the same thread running through everything: I figure out complex systems, then build tools that do the heavy lifting. Engineering meets AI meets education.