At Amaris Consulting, I work as a Consultant SIG. My experience also includes contributing to spatial-data vectorization and adjustment for a new basemap at 1Spatial.
At the Observatoire de Sahara et de Sahel, I explored how artificial intelligence can contribute to understanding vegetation-cover change. I also mapped land cover in Tunisia using machine learning and deep learning.
For my project at INGREF, I classified land use in Kairouan using machine-learning algorithms, including Random Forest and CNN, and validated results with accuracy indicators. I also worked on rainfall mapping at INGREF and erosion mapping at INRAT.
I use geospatial tools and satellite imagery in my work, including Google Earth Engine, Python, and Sentinel-2 data. I'm currently studying for a professional master's in topography and territorial projects at Faculté des sciences de Tunis.

