Oscar Antonio Gonzalez
Geospatial ML Engineer
I build terrain risk models, satellite-derived analytics, and environmental ML systems. Geoscience background. Systems engineering approach.
Selected Work
Landslide Hazard Engine
Python · XGBoost · RasterioEnd-to-end pipeline predicting landslide susceptibility from terrain derivatives, rainfall signals, and land cover.
Credit Bias Audit
Python · Scikit-learn · FairlearnFairness evaluation framework assessing demographic bias in credit scoring models across protected attributes.
Spark Text Similarity
PySpark · MinHash · LSHDistributed text similarity search using MinHash locality-sensitive hashing on Apache Spark.
Writing
The Art of PersonalizationRecommender trade-offs that matter in production systems.Visualizing Data for InsightTurning complex signals into decisions with narrative-driven analytics.Sailing an Ocean of DataStructuring pipelines and experiments for robust applied science.
All writing →Now
GeoAI systems for terrain risk and environmental intelligence.