Bahaa Eddine Elbaghazaoui is a professor at ENSA Beni Mellal and a PhD holder in Computer Science and Artificial Intelligence. With extensive experience in software engineering, he specializes in full-stack development, microservices, AI integration, and cloud computing. As a project manager and trainer, he has led and contributed to innovative solutions in telecommunications, insurance, and government sectors. His research focuses on data profiling and predictive analytics, with numerous publications in high-impact journals. Passionate about technology and education, he actively mentors, reviews scientific work, and advances cutting-edge software solutions. He can be reached at elbaghazaoui.bahaa@gmail.com and b.elbaghazaoui@usms.as.ma. Mohamed Amnai is a Full Professor at the Faculty of Sciences, Ibn Tofail University, specializing in Computer Science and Telecommunications. With a Ph.D. in Quality of Service Management and Mobility Control in Ad Hoc Networks, his expertise spans big data, AI-driven decision support systems, machine learning, and network security. Dr. Amnai has contributed extensively to academia as a researcher, supervisor, and journal reviewer, with numerous publications in high-impact journals and conferences. His work focuses on advancing AI applications in data profiling, recommendation systems, and network optimization. He can be reached at mohamed.amnai@uit.ac.ma. Noreddine Gherabi is an Full Professor of Computer Science at ENSA Khouribga, Sultan Moulay Slimane University. With a Ph.D. in Database Migration and Semantic Web, he specializes in data science, artificial intelligence, semantic technologies, and cybersecurity. He has led significant research on machine learning, recommendation systems, and big data integration, contributing to high-impact publications, books, and conferences. Dr. Gherabi is actively involved in academic leadership, Ph.D. supervision, and scientific committees worldwide. He can be reached at n.gherabi@usms.ma and gherabi@gmail.com.