Shiying holds a doctorate from engineering and has working experience in biomedical science and mathematics, with specific expertise in leveraging EHR data analytics to advance the healthcare systems. Shiying works closely with the engineering team to manage the AFC data, oversees transformations into the Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) and is the statistician for a number of key projects with both the ABFM and research partners.