GIS-driven data analyst and licensed civil engineer experienced in integrating spatial datasets, retrieving data via APIs, and performing QA on geospatial and annotated LLM datasets. Proficient in Python, SQL/PostGIS, and geospatial operations such as buffering, intersecting, and overlay analysis. Applies automation, reproducible workflows, and engineering discipline to deliver accurate, audit-ready data.