I obtained my master's degree in Computer Science and Telecommunications in 2014 from the LRIT lab at Mohammed University in Rabat, Morocco, and completed my Ph.D. in 2019 at the same university in collaboration with Osaka University, Japan, and Université de Bourgogne, France. My Ph.D. research focused on applying complex networks to visual analysis for image and video processing. Following that, I worked as a Postdoctoral Researcher at Thales & Bordeaux INP/IMS Lab on the FIROSAR Project in France. I then served as a Research & Associate Professor at Yncréa Ouest/ISEN Brest, conducting research in Machine/Deep learning for computer vision. Currently, I am a Lecturer Researcher at CESI-Dijon, focusing on Machine/Deep learning for Digital health within the LINEACT Lab. My research interests revolve around these topics.