Eng.Silvana Atef received her bachelor's degree in computer engineering (CE) from Nile University in 2022 with highest honors. She had worked in the Wireless Intelligent Networks Center (WINC) where she published several research papers. Also, she is currently a teaching assistant at the school of engineering and applied sciences, Nile University. Her research interests include problem solving using Machine Learning & Deep Learning.