Through my GIS and remote sensing work, I use satellite imagery and geospatial datasets to answer location-based questions and turn spatial patterns into clear, publish-ready visuals. I build end-to-end workflows—sourcing and preprocessing data, processing imagery, generating indicators, and producing maps and graphics for research, storytelling, and decision support across different topics.