I hold an Engineering degree and a PhD in Computer Science, with a specialization in origin-destination matrix estimation in transport modeling. Currently, I serve as an Assistant Professor of Computer Science at the Faculty of Medicine and Pharmacy, Cadi Ayyad University, Marrakech. My academic background and professional experience have equipped me with strong expertise in data analysis and modeling. In recent years, I have shifted my focus towards applying artificial intelligence in healthcare, specifically in disease diagnostics,