Muhammad Imran received the B.S. degree in electrical engineering from the University of Engineering and Technology, Lahore, Pakistan in 2012 and a Ph.D. degree in electronic and electrical engineering from Sungkyunkwan University, Suwon, Korea in 2020. He is currently an assistant professor at the National University of Engineering and Technology (NUST), Islamabad, Pakistan. He is a recipient of superior research award at Sungkyunkwan University and scholarship by the Higher Education Commission of Pakistan for MS and PhD studies. His current research interests include reliable architectures for the emerging memory technologies and deep learning algorithms.