- Consultant in AI and Operations Research at OCP Solutions from November 2018 to now
- PhD candidate at UM6P-School of Computer Science in NLP from January 2022 to now
- 2015 - 2018 Ecole des Mines de Nancy: French cross-sector engineering school. Majoring in Applied Mathematics. "Major de promotion", GPA: 3.8/4
- 2017 - 2018 Ecole Polytechnique de Paris: p French Master’s degree in Probability and Finance.
- 2016 - 2017: Université de Lorraine, France: Master in Mathematics in parallel with Ecole des Mines. GPA: 17/20
- 2013-2015: Classes Préparatoires Moulay Youssef, Rabat Maroc, Two-year selective post-baccalaureate university-level courses. Second year in the MP* class