A dedicated researcher academic with an M.Sc. in Data Science and Artificial Intelligence from USJ, currently pursuing a Ph.D. in engineering at USJ and Simon Fraser University, specializing in deep learning for medical imaging. Active as a researcher at the Biomedical Imaging Laboratory at USJ, delivering courses in artificial intelligence, graph theory, and operational research at USJ and the Lebanese American University. Combines strong academic contributions with over 15 years of industrial expertise in AI-driven strategies and software architecture.