Asmaa Saad is an Assistant Professor in the Information Systems Department at the Faculty of Computers and Artificial Intelligence, University of Sadat City, Egypt. She works as the deputy director of the Electronic Tests Unit, University of Sadat City. Dr. Asmaa received her B.Sc. degree in 2011, M.Sc. degree in 2016, and Ph.D. in 2022 from the Information Systems Department at the Faculty of Computers and Information, Menoufia University. She is senior member at Scientific Research School of Egypt (SRSEG). Also, she was invited as a reviewer from many international conferences and journals. Dr. Asmaa research interests include Data Mining, Information systems, Data Quality, and Artificial Intelligence.