👋 Hi, I'm Gerardo
Data Architect at MetLife with a data engineering background (BigQuery, Airflow, Python), now focused on data governance and quality automation in Collibra, with growing experience in LLM APIs and applied machine learning. Data Science student at Universidad Católica Argentina — ranked top of my cohort four years running.
Projects
Wildfire Susceptibility Mapping (2026)
End-to-end geospatial ML pipeline that maps wildfire susceptibility across Córdoba Province, Argentina — from satellite data ingestion to an interactive 3D dashboard.
Python · scikit-learn · XGBoost · LightGBM · SHAP · Google Earth Engine · Next.js · Deck.gl
NoSQL Virtual Wallet (2026)
A virtual wallet backed by MongoDB and Redis, with multi-document ACID money transfers, cache-aside balances, and financial aggregation reports.
Python · MongoDB · Redis · PyMongo · OpenAI API
Stress Detection (2025)
Implementation of Machine Learning algorithms to detect stress levels in individuals using physiological data.
Python · Scikitlearn · Pygame · Pandas · NumPy · MongoDB
Truck Logistics Simulator (2025)
Discrete-event simulation to compare truck-dispatch heuristics and size the shared fleet.
Python · Salabim · Monte Carlo · Pytest
Disaster Recovery Facility Location Optimization (2024)
Exact P-Median, Tabu Search, and Simulated Annealing implementations in MATLAB to choose the best locations for emergency logistics centres across the United States.
Matlab
Property Price Prediction (2024)
Predicting Buenos Aires property prices with engineered transit-access features from open civic data.
Python · scikit-learn · XGBoost · Pygame