Disaster Risk Monitoring with Satellite Imagery

Move from a single-instant model to a system that detects change over time: active fires (MODIS/VIIRS thermal), burn scars (Sentinel-2 NBR), deforestation (Landsat/Sentinel-2 time series).

Put a complete building-damage detection pipeline (xView2 / xBD) into production, from Sentinel-1+2 loading to a GPU inference API and delivery as a map that Civil Protection can act on.