Start with the human move
The best technical answer begins with what somebody is actually trying to accomplish.
About
03 / 04I'm a builder with an architect's appetite for the whole system—technical foundation, human behavior, product payoff, and all the connections between them.
A little context
My work lives across generative AI, agentic systems, backend architecture, and full-stack delivery. I'm currently CTO & AI Researcher at Cynerza, where I lead an AI-first technical strategy across product, automation, custom APIs, and multimodal experiences.
Before that, I helped shape enterprise AI systems at Tecosys and strengthened the production foundations behind AI services at Kreaitor. I'm at my best where an ambitious technical direction needs an honest, working path forward.
Working principles
The things I return to when turning fuzzy ambitions into concrete, testable work.
The best technical answer begins with what somebody is actually trying to accomplish.
AI should clarify and amplify a person’s thinking—not hide a vague process behind a clever interface.
A prototype matters. A system that can be run, observed, improved, and trusted matters more.
Tools of the trade