Kareem Akeem Bayo received his B.Sc. degree in mechanical engineering from the University of Ilorin, Ilorin, Nigeria, in 2017. He received his masters degree in Mechanical Engineering from Kumoh national institute of technology, south korea in 2023. He is currently a PhD Student at the Department of Mechanical Systems Engineering, Kumoh National Institute of Technology, and is working as a full-time Graduate Research Assistant at the Defense Reliability and Maintainability Research Laboratory. He is primarily focused on the prognostics and health management of mechanical, electrical, and electronics systems. His research interests include reliability, maintainability, and condition monitoring of rotary machinery and mechanical devices.