Yu-Chen Lin is currently a Senior Member of Technical Staff at AMD, where they specialize in AI system performance and kernel-level optimization, focusing on the ROCm software stack, Triton, and vLLM integration. They previously served as the Performance Optimization Group Leader for the AI Processing Unit at MediaTek Inc., leading significant advancements in deep learning accelerators. Yu-Chen earned their Ph.D. and B.S. in Computer Science from National Taiwan University in 2021 and 2015, respectively, and has also been a visiting researcher at the Qualcomm Institute - UCSD Division of Calit2 and the University of California, San Diego - Jacobs School of Engineering. With 10 years of experience in AI system software and algorithm optimization, Yu-Chen has expertise in various areas including AI performance optimization, TinyML, and embedded systems.
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