With 23 years of extensive experience in IC design, implementation, and EDA development, I have a profound understanding of user requirements and software development in Electronic Design Automation (EDA). My journey in AI/ML began with graduation from the 1st Hsinchu manager class at Taiwan AI Academy (AIA). At the same time, I assumed a role as a ML architect within a top number 1 IC fabless company in Taiwan. Transitioning to Cadence Design Systems, I took the role of leading RD team in both Hsinchu and Shanghai. My perspective is all-encompassing, spanning from that of an adept end-user to that of a contributor to EDA solution development empowered by AI/ML technologies. At present, I am entrusted with the leadership of one of Cerebrus RD teams, a division responsible for the AI-driven production within Cadence Design Systems.