Ethan is an MSc in Applied GIS candidate at National University of Singapore. He graduated with a BSc in Applied Geology from Curtin University in 2016 and worked as a GIS Support Analyst at Esri Inc for two years. He is working on developing methods to assess the quality of OpenStreetMap data in Singapore.