ML Engineer - graphs, geospatial, and making models explain themselves.
I've spent the last ~7 years building ML systems. Mostly graph neural networks and geospatial models, often in contexts where "trust me, it works" isn't an acceptable answer.
Teaching models to teach us back - how ML can help us with learning.
Helping AI remember - all sorts of RAG flavors and more.
Graphs & geospatial · PyTorch Geometric · GeoPandas · NetworkX
Explainability · Captum · SHAP
MLOps · MLflow · Docker · Optuna
RAG · Elasticsearch · FAISS
Languages · TypeScript · Python
