Introduction
Saman Ashraf is an experienced computer science teacher and lecturer with more than 8 years of teaching experience. She is currently pursuing a PhD in Computer Science at the University of Gujrat, and she holds an M.Phil in Computer Science from the University of Chenab and an MCS from PMAS-Arid Agriculture University. She has taught intermediate, O-Level and A-Level students as well as a wide range of university courses, including Database Management Systems, Web Design and Development, Computer Graphics, Theory of Automata, ICT, Programming Fundamentals, Digital Logic Design, Discrete Structures, Object-Oriented Programming, Data Structures and Algorithms, Operating Systems, Information Security and Compiler Construction. Her teaching career includes Queens College Gujrat, Superior College Rawalpindi, Federal Urdu University Islamabad as a visiting lecturer, Punjab Group of Colleges Lalamusa, Superior Group of Colleges Gujrat, Best Group of Colleges Gujrat and Dar-e-Arqam, and she has a published conference paper on Brain Stroke detection using machine learning and deep learning (ICCET 2023, Springer CCIS).