Earners of this badge have completed a hands-on workshop in which they used prompt engineering and Google Gemini to write and debug Python code in Google Colab. Working with real U.S. Census and NASA satellite (HLS NDVI) data for the Baltimore region, participants built a geospatial analysis pipeline that integrates socioeconomic and remote sensing datasets to identify environmental justice hotspots. The workshop emphasized practical strategies for working with LLMs to accelerate analysis, lower coding barriers, and generate reproducible, data-driven insights — no prior Python experience required.