Ayoub L.

PhD GeoAI Expert with 6+ years turning spatial data into decisions. I build machine learning pipelines, interactive web maps, and complete geospatial platforms, not just static maps. What I deliver: Geospatial machine learning: flood susceptibility, land use change prediction, and risk modeling using XGBoost, Random Forest, and Python (scikit-learn, ArcPy, GDAL) Interactive web mapping: Mapbox and Leaflet dashboards, live platforms with real-time data and automated alerts (WhatsApp/Twilio integration) Classic GIS and cartography: ArcGIS Pro, QGIS, drone/UAV data processing, DEM analysis, publication-quality map production Data visualization: Tableau, Power BI, and custom D3 visuals for reports and presentations Recent work includes an AI-powered flood early warning platform for Kinshasa developed with World Bank engagement, and a climate-health monitoring app built within a Horizon Europe research consortium. My methods are peer-reviewed: my research is published in Springer volumes and international journals. I work with NGOs, research institutions, startups, and public agencies across Africa, Europe, and beyond, in English, French, and Arabic. Whether you need a single high-impact map or a full geospatial platform, I bring research-grade rigor and on-time delivery. Let's talk about your project.