Hi, I'm Naamán Huerga
I'm a Machine Learning Engineer from Spain.
I work with Large Language Models and teach in the Master's program of Artificial Intelligence and Robotics at University of León.
Latest posts
- 20/05/2025·How to Make RAG Systems More Memory-Efficient|🇬🇧
- 09/09/2024·Docker and ROS Guide|🇪🇸🇬🇧
- 18/08/2024·Fortifying your code with the Backoff Python package|🇬🇧
- 02/11/2023·Making NumPy go faster with pytorch.compile|🇬🇧
Research
Embedding Storage Optimization
Research and implementation notes on reducing the storage footprint of embedding-heavy retrieval systems.
LLM Systems and Serving
Notes on serving, fine-tuning, and operating large language models with practical constraints.
Robotics and Computer Vision
Earlier and ongoing notes around robotics perception, computer vision models, and applied AI.
