Between September 2014 and July 2016, I studied a BSc in Mathematics at the University of Abou Bekr Belkaïd Tlemcen; between September 2016 and July 2017, I transferred to Belhaj Bouchaib University - Ain Temouchent, where I graduated and obtained a Bachelor's degree with good grades.Between September 2017 and July 2019, I obtained an MSc in applied statistics (non-parametric statistics) at Djillali Liabes University - Sidi Bel Abbes with excellent grades.I am currently a Ph.D. student at the University of Alicante, where my thesis focuses on studying the effects of smoothing in optimization and subdifferential calculus, and relating the Minimax Theorem to subdifferential calculus. I have also been passionate about nonparametric statistics and applied statistics.