For my MSc thesis at Politecnico di Torino, I built an orchard WebGIS from a 12.3M-point LiDAR dataset. I compared four crown-delineation methods against 56 references and published validated crown and apple data through PostGIS, GeoServer, Leaflet, and TypeScript.
At Rangeand Watershed Management Organization, I delivered GIS and environmental analyses for rangeland and watershed studies. I produced more than 45 thematic and planning maps across three documented plans covering more than 7,920 hectares, and co-authored long-term technical management reports.
At Sabz Eghlim Caspian Company, I produced Earth Observation-derived thematic layers and geospatial datasets for environmental and geotechnical assignments. I integrated GIS data with GPS/GNSS field observations and supported land-use planning, environmental assessment, and technical reporting.
In GEO PLAN2026, I participated in UAV and GNSS/RTK surveys and used photogrammetry and point-cloud processing to support climate-adaptive planning. My project work also includes Sentinel-1 earthquake deformation mapping and a survey and monitoring project that achieved 97% tree-feature classification accuracy.
