Muhammad Hamid holds a degree in M.Sc. Information Technology, an M.Phil., and a Ph.D. in Computer Science. His Ph.D. dissertation focuses on increase the software exports of Pakistan by overcome the most reoccurred problems using Artificial Intelligence (AI). During his Ph.D., he conducted research in the Department of Computer Science and Operations Research at the University of Montreal, Canada. Dr. Muhammad Hamid has more than twelve years of administrative, research, and teaching experience at the University of Veterinary and Animal Sciences, Lahore. He is currently an Assistant Professor at GC Women University, Sialkot, Pakistan. He has published more than 30 peer-reviewed articles (cumulative IF 60+ with more than 300 citations and an H-index of 11). His research interests include Software Engineering, Artificial Intelligence, and Intelligent Diagnosis. He serves as a reviewer, technical committee member and editorial member for many reputed national and international conferences and journals.