Hello! I'm Gabriel.
An engineer driven by a clear professional purpose: using AI, data, and software engineering to solve real-world problems at scale.
Recent Projects
TalantaX
Gigsmate
ActiveVision Roadway Incident Evaluation
With FDOT District 2, built and deployed a full-stack roadway-incident dashboard with daily data ingestion, quality checks, and analytics for duration, false alarms, correlations, and maps.
TEU Volume Forecasting
With Crowley Maritime, developed import/export forecasting and scenario-analysis workflows across 12–60-month horizons using sparse-demand models and macroeconomic drivers.
Wrong-Way Driving Detection
Built a traceable YOLO/ByteTrack workflow for FDOT District 2, with camera-shift safeguards, roadwork context, and vehicle-role classification. Manual review found the correct direction in 27/27 replay runs.
Stadium Events Systems Evaluation
With North Florida TPO and FDOT District 2, an ongoing independent evaluation of DERQ, Omnisight, SpotGenius, and Modii using ground truth and vendor-reported results.
Recommendations and Reviews
“Gabriel consistently demonstrates strong technical ability, initiative, and professionalism in his research work. His ability to combine data science, artificial intelligence, and software development with real-world transportation problems has made him a valuable contributor to our research efforts. He approaches complex challenges independently, works collaboratively, and shows the curiosity and persistence needed to turn research ideas into practical solutions.”
Thobias Sando Ph.D
Professor, UNF
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