Dr. Sumayya Afreen is an Associate Professor in the Department of Computer Science and Engineering at Stanley College of Engineering and Technology for Women, Hyderabad, with over 12 years of experience in teaching, research, and academic administration. She holds a Ph.D. in Computer Science and Engineering from Osmania University and an M.Tech. in Software Engineering and B.Tech. in Computer Science and Engineering from JNTU. She has published several research papers in reputed national and international journals and conferences and holds patents in emerging areas of computer science.