Ihor Katkov

AI-native product builder and technical strategy advisor.

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Amsterdam, the Netherlands

I help founders, teams, and companies design, ship, and scale AI-native products, and advise on practical AI transformations.

Currently Founding Engineer at Neno, Europe’s first AI-powered financial services company, where I own the full technical architecture: document processing pipelines, banking infrastructure, and AI agents that automate financial workflows for European SMEs.

Before Neno: founded a software agency, built algorithmic trading systems, engineered fintech infrastructure. Nearly a decade of building things that handle money and can’t afford to break.

I’m building more products. Documenting the process publicly: what works, what doesn’t, what the next generation of software actually looks like.

  • Featured by Google Cloud: quoted on AI agent infrastructure at Google AI Agents event, Rotterdam
  • Published on HackerNoon: writing about AI agents and engineering
  • Open source contributor: AI agent tooling and infrastructure
  • Mentor at PyLadies Hackathon: MLOps Open Source Sprint
  • Follow me on Twitter @ihor_katkov: building in public

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latest researches