Mahmoud received his B.Sc. degree in electronics and communications engineering from the Faculty of Engineering, Cairo University, Giza, Egypt, in 2017. He is currently pursuing an M.Sc. degree in Informatics from Nile University. He is a teaching assistant at the School of Information Technology and Computer Science, Nile University. His research interests include deep learning, computer vision, machine learning and natural language processing.