Robin Rappaport is Data Quality Team Leader responsible for delivery of Data Quality Initiative for Research Databases at Internal Revenue Service (IRS). Her work and that of her team contributed to the IRS being awarded a The Data Warehousing Institute (TWDI) 2011 Best Practices Award for the Compliance Data Warehouse (CDW), a Computerworld Honor and a Government Computer News (GCN) Gala Award. She has over 25 years of experience as a Data Quality practitioner. Her undergraduate degree was in Economics with Computer Science. Her graduate work was in Operations Research with a concentration in Mathematical Modeling in Information Systems. She has worked in both private (6 years) and public sectors (since 1990). Her positions include Computer Programmer, Systems Analyst, and Operations Research Analyst. She was webinar facilitator for International Association for Information & Data Quality (IAIDQ) (2011 - 2017). She served on the Certified Analytics Professional (CAP) Exam Committee since 2013.