Margaret is a Product Engineer on the ArcGIS Pro Geoprocessing Team. Her passion for GIS began with her interest in human-environmental relationships, and her graduate studies utilized spatial analysis to study the current and growing impact of flood-induced disasters due to sea level rise. Margaret leverages her foundation in research methodologies and spatial analysis techniques in her role at Esri, where she creates written content and demonstrations on technical concepts and functions in ArcGIS Pro in an engaging, user-friendly language. She also contributes to refining and redesigning software functions and tools to ensure optimal user experience in ArcGIS Pro's geoprocessing suite of tools. In her personal life, Margaret is a loving cat parent to three cats, and enjoys swimming and snowboarding.