About
Brandon Crosbie
Geospatial data and AI engineer in the Greater Tampa Bay Area. I build geographic and operational data systems, the analytics people read, and the ML and LLM features that sit on top.
Trained as an electrical and computer engineer, with a master's in renewable energy and sustainability systems. Recent work is on the Building page.
Where I Fit
Geospatial data and GIS engineering
Building geographic data assets from disparate sources, spatial analysis, and GIS tooling that non-specialists can use.
Data and analytics engineering
Warehouses, pipelines, and reporting layers for operational data, plus the observability that keeps the numbers current.
ML and AI engineering
Spatial and tabular ML, retrieval, and LLM features, taken from prototype to production with evaluation and cost control.
Solutions architecture
Technical discovery, proofs of concept, reference architectures, and explaining trade-offs to executives and researchers.
Drawn toEnergy and utilities · Earth observation · Public and civic data · Health · Mobility
Background
Location
Greater Tampa Bay Area, FL
Education
M.P.S. Renewable Energy and Sustainability Systems, Penn State University
Education
B.S. Electrical and Computer Engineering, The University of Texas at Austin
Core Competencies
Geospatial data engineering and spatial analysis
Data engineering, warehousing, and ops analytics
RAG pipelines and semantic search
ML in production: evaluation, monitoring, cost control
LLM agents with human review
Backend APIs and platform engineering
Skills
Core engineering
Python, SQL (PostgreSQL + PostGIS), FastAPI, MongoDB, JavaScript, TypeScript
Mathematical and computational
Linear algebra, numerical methods, time-series modeling, anomaly detection, signal processing, statistical analysis
Data and AI
Power BI, Tableau, QGIS, scikit-learn, TensorFlow, PyTorch, Hugging Face, LLMs, NLP
Cloud and tooling
GCP, Firebase, Docker, Apache Airflow, GitHub Actions, Prefect, Playwright, Selenium, BrowserStack
Leadership
Product planning, stakeholder communication, agile delivery
Want to talk?
Send a note about the role or project. I reply directly.