What You Build Here
GIS Foundations
From zero to professional mapping with QGIS — no licenses, no cost, no barriers.
Python & Automation
Automate spatial workflows with PyQGIS, GDAL, and bash. Working code, not theory.
AI for Geospatial
Local LLMs, RAG, and spatial agents that run offline. Privacy-first, cloud-free.
Capacity Building
Train-the-trainer programs that multiply knowledge across communities.