Muhamad Andreansyah
As an Esri Indonesia Young Scholar, I leverage GeoAI and Python (ArcPy) to automate heavy workflows—from extracting industrial building footprints using deep learning for solar rooftop decarbonization, to pre-processing topographic data for lava flow disaster mitigation models. My best advice is to step out of the traditional "desktop mapping" comfort zone. Learn to automate your workflows using Python and embrace WebGIS to make your data interactive and accessible to non-technical users.