Sara Szwaja has been a member of the Affiliated Monitors, Inc. data analytics team since 2018. As a Senior Data Analyst, she works on independent monitoring and proactive compliance reviews. Beginning with the objectives of an engagement, Sara works closely with a company’s IT teams to understand their data systems, processes, and controls. Sara then develops testing methodologies to independently analyze a company’s data, including utilizing random sampling and full population testing to confirm that a company’s data is complete, accurate, and valid and to identify patterns of irregularities or systemic weaknesses. Her data analysis results have helped companies . . . View Full Bio