Projects

The whole collection in one hall: what each piece is, how it was built, and what it achieved.

Engineering AI

Internship · Sofrecom Tunisie (Orange group) • Jul–Aug 2026

An assistant that knows when to quote, when to write and when to ask, running entirely on a company workstation

98.6% of 1,943 stored questions answered word for word

PFA team project, carried on as a product · INSAT • 2026

A building on its own sun, through heat and cuts: it plans for the outage and keeps one cool room going

87 → 0 h a year without cooling or heat on the demo home, through 220 hours of cuts

Internship · Valeo Tunisie (Ben Arous) • Jul–Aug 2025

An assembly line changed. Its documents hadn't. I rebuilt them

133 failure causes analysed across 30 operations

Personal project · the stepping stone to Promesse • Summer 2026

Master League grows every youngster on rails. Real careers don't. A scout's desk built on the real ones

76–80 % of real ratings inside the four-season band across talent tiers, on an unseen time machine (a frozen-role simulator: 31–40 %)