Sin-Hua Moi is an assistant professor at the Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan. She is a data scientist with specialization in statistics and machine learning. With over 50 academic papers authored/co-authored, her research interests are focused on bioinformatics, cancer genomics, disease risk modeling and estimation. She is experienced in various data-driven processes such as data exploration, visualization, analysis, data mining, and modeling using R and Python. Her expertise in these programming languages has enabled her to provide valuable insights and solutions to complex data-related problems.