Nahed Mamdouh received her bachelor’s degree in Mechatronics Engineering from Mansoura University, ranking 4th among around 300 students. Her graduation project involved designing and developing a ROS-enabled autonomous mobile robot prototype for warehouse automation, integrating mecanum-wheel mobility, embedded control, and sensor-based navigation. She is pursuing her master’s degree in Mechatronics Engineering at Nile University and currently works as a Teaching Assistant in the Mechanical Engineering (MENG) program. Her research interests include robotics, autonomous systems, and control of mechatronic systems.