As a geospatial professional and data scientist, I have over 20 years of experience in creating and analyzing spatial datasets in both the public and private sectors. During this time, I have collaborated with clients on various projects, including analysis of aerial and satellite images for government agencies, corporate GIS systems, environmental analyses, Geographic Information Systems GIS monitoring and community planning efforts. My background also encompasses managing multidisciplinary teams, providing training for coworkers, performing surveys and mapping duties