Helen is the Distinguished Product Engineer for ArcGIS Business Analysis and the Geoenrichment Service at Esri Inc. She is an advocate for applying spatial analytics, location intelligence and geographic literacy. Her team build advanced data and software solutions implementing machine learning, spatial statistics and cloud infrastructure, With more than thirty-five years of business and technical experience, Helen has helped support a range of industry communities make sense of the world and bring about real positive change through geographic understanding.