Katie L. McWilliams is a Geographer with the Development Data Group’s Data Analytics and Tools team, where she incorporates geospatial data and analytical insights into development projects. Her work encompasses a variety of sectors, from transportation to climate change to urban development. She also works with partners and clients to build capacity in the geospatial and remote sensing fields.