Gehad Mustafa is a Teaching Assistant at the Faculty of Computing and Information Science (CIS), Egypt University of Informatics (EUI). She earned her Bachelor’s degree in Artificial Intelligence from the Faculty of Computers and Artificial Intelligence (FCAI), Cairo University, in 2022. She is currently pursuing her Master’s degree in Artificial Intelligence and Computer Vision. Gehad has teaching experience across all undergraduate levels and is actively engaged in both academic and research activities.