Chia-Hui Lin

Chia-Hui Lin is a seasoned professional in data science and engineering with substantial experience across multiple industries. Currently serving as a Data Scientist II at Stackline since January 2022, Chia-Hui specializes in deep learning for product categorization and similarity ranking, sentiment analysis of customer reviews, machine learning-based outlier detection, and shopper preference profiling. Prior experience includes a role as a Senior Data Scientist at Suning USA, where Chia-Hui developed models for fraud risk reduction and debt collection strategies, and established workflows for identifying collaborative fraud. Previous positions include Senior Design Engineer at ASML, focusing on lithography process simulation software, and Senior Engineer at GLOBALFOUNDRIES, specializing in defect data-mining and semiconductor processes. Chia-Hui holds a PhD in Physics from Stony Brook University, an MS in Physics from National Tsing Hua University, and a BS in Materials Science and Engineering from National Chiao Tung University.