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About

An engineer who spent twenty years learning what businesses actually need.

I am Mehdi Nabhani. I build AI products — not demos, not decks, but things that run. This site is the working bench: 48 tools, one shared shell, and honest notes about which ideas held up.

How I got here

  1. Engineering

    Mechanical engineering — where the habit of taking things apart to see how they work came from.

  2. Twenty years, automotive

    International sales for Mercedes-Benz, Chrysler and Fiat. Negotiating across markets teaches you what a business actually needs, which is rarely what it asks for.

  3. Five years, AI

    Not a restart — the same analysis applied to a new material. Prompt engineering, then products, then the infrastructure underneath them.

Working together

I run AVS Media, an AI agency — consultancy, applications, websites and EU AI Act work for companies adopting AI without an in-house team. Alongside it I build two products.