Mennatullah Mahmoud received her B.Sc with honors from School of Computer science, Nile University 2022. Currently, she is a research assistant in nanoelectronics integrated system canter (NISC) and pursuing Master of Science in informatics. Her research interests include artificial intelligent and its application in embedded systems.