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Yu-Ning Liu is a GIS Application Specialist at Blue Marble Geographics since March 2022. Prior experience includes serving as a GIS Metadata Technician at the University of Wisconsin-Madison from September 2019 to August 2020, a Business Development Specialist at Flow, Inc. from January 2019 to July 2019, and a Geographic Information Systems Analyst at Supergeo Technologies from January 2019 to June 2019. Yu-Ning Liu holds a Master's degree in Geographic Information Science and Cartography from the University of Wisconsin-Madison, completed in 2020.