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Vinh Dinh Nguyen is an accomplished academic and researcher with extensive experience in deep learning and computer vision. Currently holding positions as a Lecturer and Researcher at FPT University and Eastern International University, as well as a Research Professor at Sungkyunkwan University, Vinh has developed innovative applications in autonomous systems and real-time semantic segmentation. Previous roles include Postdoctoral Researcher focusing on stereo vision systems and doctoral and master's research at Sungkyunkwan University, where multiple high-impact publications were produced. Vinh's early career includes teaching responsibilities and software development at the Saigon Institute of Technology, alongside practical experience from an internship at FASTECH. With degrees in Computer Science and Electrical and Computer Engineering, Vinh Dinh Nguyen exemplifies expertise in applying advanced technologies to transportation systems.