“Samina Mushtaq, a dedicated lecturer at Shifa Tameer-e-Millat University, Islamabad, is pursuing a PhD in Computer Science from COMSATS University. With gold medals for her Master’s and Bachelor’s degrees, she brings five years of teaching experience, including a tenure at SBBWU Peshawar. Her internship at the IT Excellence Center, Government of KPK, honed her skills in system and network administration. Samina excels in teaching, project supervision, and QEC assessments. She has two conference publications and actively participates in workshops and conferences. Her research interests encompass Artificial Intelligence, Computer Vision, Deep Learning, and computer networks.”