Muhammad Shoaib is an accomplished researcher with expertise in Medical Image and Signal Processing, Machine Learning, computer vision, image understanding, pattern recognition, video scene understanding, and Human activity analysis. He obtained his Master’s degree in Computer Science from the Department of Computer Science, Islamia College Peshawar, Khyber Pakhtunkhwa, Pakistan, and is currently pursuing his Ph.D. degree in Computer Science from Sarhad University of Science and Technology Peshawar, Khyber Pakhtunkhwa, Pakistan. With his extensive knowledge and expertise, Muhammad Shoaib has contributed significantly to the field of computer science, having published numerous research articles in reputed academic journals. His work has been well-received by the academic community and has helped to advance our understanding of these complex topics. Currently, he is serving as a Lecturer at the Department of Computer Science, CECOS University of IT and Emerging Sciences Peshawar, Khyber Pakhtunkhwa, Pakistan, where he is actively engaged in teaching and research activities.

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