I am a professor of Computer Science and Artificial Intelligence at the Faculty of Applied Sciences of Nador at Mohammed Premier University, Oujda, Morocco. My research interests focus on the application of artificial intelligence and machine learning techniques for human behavior analysis, with particular emphasis on educational systems and road safety applications. My work aims to develop robust, interpretable, and real-time AI solutions to enhance safety, reliability, and decision-making in both educational and transportation environments.