Chin-Yi Lin is a Research Assistant Professor at the Department of Industrial, Manufacturing, and Systems Engineering (IMSE), University of Texas at El Paso (UTEP), USA. He received his Ph.D. in Manufacturing Information and Systems from National Cheng Kung University, Tainan, Taiwan, in 2020. His research focuses on semiconductor manufacturing, specializing in intelligent yield management, predictive maintenance, and generative AI applications. He has authored numerous peer-reviewed publications and contributed to advancements in high-dimensional data analysis and machine learning.