I’m a data and AI engineer based in Rabat, Morocco. I work on extraction: language-model pipelines that read documents, scrapers that survive their sources, and the data infrastructure underneath them.

My work turns unstructured material — operation manuals, drawings, carrier exports, live feeds — into records a business can actually rely on. Most of it replaces something a person was doing by hand, which means it has to be right every time rather than on average.

What I care about is the part after handoff. Anyone can demo a pipeline; the work is writing one that still runs when the source has quietly changed twice. You can see what I’ve built, or read the notes I keep along the way.