Performs satellite image classification and time series analysis using Sentinel and PlanetScope data. Develops and optimizes machine learning pipelines, Google Earth Engine applications, geospatial models, predictive models, decision-support tools, and dashboards. Coordinates ground-truth data collection with field staff, supports stakeholder engagement, and prepares reports, research papers, and communications.