From data to product, built for the real world.

In my words

I'm Ilyes El Ouni, a Full-Stack AI Engineer based in Grand Tunis Metropolitan Area. My focus is helping teams ship software that has to work in the real world, not only in demos, by building reliable services, solid integrations, and ML that is wired into product flows, not shelved as experiments.

My sweet spot is the full journey from data to product: collecting and transforming data (ETL), building APIs and services, integrating third-party systems, and training or deploying models where they actually help users. I'm as interested in solid engineering (structure, performance, errors, maintainability) as in good ML practice (baseline models, evaluation, and iteration).

I enjoy frontend work when it serves a clear purpose, usable interfaces, sane state, and honest UX, but my deepest energy goes into everything behind the screen: pipelines, backends, and making ML traceable and production-minded.

If you're trying to turn an idea into something shippable, or to connect data work to a live application, I'd like to hear what you're building.