Marwa Elseddik received the Ph.D. degree in Information Systems from the University of Mansoura, Egypt. Her doctoral research focused on intelligent information systems based on the analysis of sensor data. She is currently an Assistant Professor with the Department of Robotics and Intelligent Machines, Faculty of Artificial Intelligence, Kafrelsheikh University, Egypt. Dr. Elseddik has published numerous papers in peer-reviewed international journals and is actively involved in teaching and academic supervision. Her research interests include machine learning, deep learning, big data analytics, and the Internet of Things (IoT).