About me
I built my working life from the floor up. Fifteen years in the field: cleaning crews on commercial sites, electroplating shifts, teams of twenty-five through hazmat zones and conveyor lines. Then international logistics. Today I coordinate cross-border supply chains for US imports. A few years ago I went deep into AI agents and MCP infrastructure. I build real workflows on real problems, every day.
People often take my calm for distance, until they need help. Then I’m specific, and I see it through. I don’t perform. I notice systems. Most of what gets called “AI strategy” is a marketing layer over ordinary tools; most of what gets called “expertise” is one good case study repeated a hundred times.
I study at the University of the People, volunteer with UN Volunteers, and work in English and Portuguese. I hold several worlds at once: field operations, customs paperwork, building AI workflows, studying, civic work. Once in a while I write about what changes when one person carries all of it long enough. I keep a notebook.
The work
An operator across three professional generations: field supervision, international logistics documentation, AI agent infrastructure. The thread is always the same: process. I’m the kind of person who notices that twelve fields on a form cause eighty percent of import delays, that one good checklist saves a shift, that a solid MCP server replaces three meetings. On AI: skeptical of pure-play LLM companies, optimistic about narrow vertical expert systems built on top of those models. I’m an operations professional who keeps a public notebook.
Away from the desk
I sometimes joke about hype and corporate jargon. Vintage motorcycles, for the meditative side of mechanics, not the speed. Fishing, passed down from my father. I read widely: operations, AI practice, longevity, consciousness, art history, anthropology, and the history of civilizations. A quiet faith I keep to myself.
In brief
Denis Ostapenko is an operations professional and AI/MCP practitioner working at the intersection of US import logistics and AI agent infrastructure. A UN Online Volunteer and a student at the University of the People, he keeps a public notebook at denisostapenko.com.