Core maintainer in MindsDB, a popular MLOps open source project.

Some of my contributions:

1) co-creator and maintainer of Lightwood, a PyTorch-based declarative AutoML modelling framework for tabular use cases

2) co-authored a full paper at CoLM 2024 on LLM evals, and two posters at PyTorch Ecosystem Day 2021

3) designed and implemented base abstractions to integrate with 200+ databases and ML frameworks

4) created some of the most used ML integrations (OpenAI, LangChain, Lightwood) totalling over 25k deployed models

5) lead engineer on several features: forecasting, finetuning, LLM agents, model evaluation

Worked part-time on a CNN based system for real estate appraisal, using a variety of multi-modal input features.

Cognitive Robotics group member, co-supervised by professors Álvaro Soto & Hans Lobel

Recommender Systems, Mobile Robotics, Fundamentals of Robotics, Programming as a Tool for Engineering.