👋 Hi, I’m Alan López

Machine Learning Engineer & MLOps — building reproducible, scalable ML systems on GCP Vertex AI, Airflow/Composer, Kubeflow & PyTorch. I like clean repos, Makefiles, Docker, and automated pipelines.

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Fraud detection Vertex AI Pipelines Airflow PyTorch FastAPI
Alan López avatar (GitHub)

Based in Mexico · Open to collabs

Quick links

🚀 Projects

Azure Predictive Maintenance

End‑to‑end ML End-to-end pipeline for predictive maintenance. Champion/Challenger and API with FastAPI.

Steam Game Recommender

Two‑tower retrieval + FAISS ANN index; nightly rebuild, TorchServe + FastAPI behind Traefik; PSI drift monitoring.

MusicGen (PyTorch)

Transformer for MIDI generation by instrument; CUDA training, FastAPI endpoint, simple web UI for prompts.

ML Ops Template for Binary Classification

Production‑ready repo skeleton: src/, configs/, Simple python, CLI, tests, docs.

⚙️ Tech Stack

Python 3.11 PyTorch TensorFlow XGBoost FastAPI Airflow / Composer Vertex AI BigQuery Docker Kubernetes dbt Power BI Databricks GCP

📬 Contact

Want to collaborate or have a project in mind? Reach out.