Bayou is a PhD student and sessional academic staff at Curtin University, Australia. He holds BSc and MSc degrees in Health Informatics from the University of Gondar and has served as a senior lecturer, researcher and served as department head at Debre Markos University. He has published more than 35 peer reviewed articles and has also served as an academic editor and journal reviewer. His work focuses on responsible AI and improving healthcare outcomes.