Sunyoung Lie is the Analytics and Measurement Strategy Lead. Her career in data analysis grew along with the availability of open data, as it provided insight into long-standing structural inequities. She combines empathy and a collaborative spirit with statistical analysis and the latest technical tools to construct engaging data visualizations and platforms. Previously, she was Senior Data Insights Manager at The Bail Project, where she created systems to continually assess the organization’s nationwide progress towards eliminating cash bail. She also held the position of Director of Research and Analytics at the Association Office of the YMCA NYC, where she designed platforms to monitor the organization’s pandemic response. Her expertise in user experience and visual communication developed during her previous career in creative direction (most notably at Verve Records where she was nominated for two Grammy awards).