Bayou is a PhD Candidate 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 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.