Muhammad Usman is currently a Computer Vision Researcher at Gdansk University of Technology, working on the BE-LIGHT project, where his research focuses on advancing biomedical diagnostics through the integration of light-based technologies and machine learning techniques. He has completed his Master’s degree in Control Science and Engineering from the University of Science and Technology of China (USTC), Hefei, China. His research interests include deep learning, and computer vision, with a particular focus on applying advanced algorithms to real-world challenges in both healthcare and autonomous systems.