Dr. Muhammad Waqas Sheikh holds a Ph.D. in Computer Science from the National University of Computer and Emerging Sciences (FAST-NUCES), Karachi, pursued under the esteemed FAST Ph.D. Fellowship Program. He also earned an M.S. degree in Computer Science from Air University, Islamabad. He is currently serving as an Assistant Professor at FAST-NUCES and has previously worked as a lecturer at Balochistan University of IT, Engineering, and Management Sciences (BUITEM). Dr. Sheikh’s research primarily focuses on Machine Learning and Intelligent algorithms, with a specialization in Multiple-instance Learning (MIL). He has published in several high-impact factor journals and reputable conferences, making significant contributions to research and education in the field.