AI Builder & Operator · Multimodel LLM Systems × Product × Markets

An operator who became a builder. I spent a decade in engineering management and senior roles, then built an EU seafood-import business from zero to category leadership. I have worked hands-on with large language models since ChatGPT first launched — building my own content-generation agents inside the chat interface before the tools could do it on their own — and for the past two years I have applied that ground-up discipline full time: designing and shipping more than a dozen production AI systems, live on cloud infrastructure, often with real money at stake. I work across many models rather than one — Claude, GPT, Gemini, Whisper, Kimi, Pe...