Muhammad Umar received his bachelor’s in computer systems engineering from the University of Engineering and Technology, Peshawar, Pakistan, in 2023. He is currently pursuing his M.S. degree in Artificial Intelligence and Computer Engineering at the University of Ulsan, South Korea. In March 2024, Mr. Umar joined the Ulsan Industrial Artificial Intelligence (UIAI) Lab, where he serves as a Research Student and contributes to developing innovative AI solutions. Mr. Umar’s research interests lie in artificial intelligence, deep learning, signal processing, and fault diagnosis. His current work focuses on advancing intelligent systems for industrial machinery monitoring and vibration-based condition monitoring. He is also passionate about leveraging AI technologies to solve real-world problems and improve industrial systems' efficiency.