Frederick Chang
About Frederick Chang
Frederick Chang is the Director of Data Science at Structure Therapeutics, where he has worked since 2021. He specializes in generative chemistry and predictive modeling, contributing to drug discovery through high-performance platforms and data warehousing.
Work at Structure Therapeutics
Frederick Chang has served as the Director of Data Science at Structure Therapeutics since 2021. In this role, he has contributed to the pharmaceutical data science strategy by developing a high-performance elastic docking platform. His work focuses on enhancing the efficiency and effectiveness of drug discovery processes through advanced data science techniques.
Previous Experience at Janssen Inc.
Prior to his current position, Frederick Chang worked at Janssen Inc. from 2018 to 2021. During his three years there, he was involved in various data science initiatives that supported the company's objectives in the Greater San Diego Area. His experience at Janssen contributed to his expertise in the pharmaceutical data science field.
Education and Expertise
Frederick Chang holds a Doctor of Philosophy (PhD) in Molecular and Cellular Biology from Harvard University, where he studied from 2012 to 2018. He also earned a Master of Science (MS) in the same field at Harvard from 2010 to 2012. His undergraduate studies were completed at the University of California, Berkeley, where he received a Bachelor of Science (BS) in Electrical Engineering and Computer Science. His academic background supports his specialization in generative chemistry and ligand-based predictive modeling.
Contributions to Drug Discovery
Frederick Chang has been involved in creating make-on-demand libraries that support drug discovery processes. His contributions are aimed at improving the efficiency of early drug discovery through innovative data science methodologies. He specializes in generative chemistry and ligand-based predictive modeling, which are critical for advancing pharmaceutical research.
Expertise in Data Warehousing
Frederick Chang possesses expertise in data warehousing specifically tailored for pharmaceutical applications. This knowledge enhances his ability to manage and analyze complex datasets, facilitating informed decision-making in drug development and discovery.