Hi, I'm León.

研

Research 研究

Where data meets complex systems

Applied machine learning, pointed at whatever field has the hardest data.

• Neuroscience — endovascular EEG signal quality at UCLA
• Astrophysics — searching for exoplanets with deep learning
• Planetary science — MarsNet: CNNs on HiRISE imagery of Mars
• Finance — recommender systems and decision analytics for retail investors

学

Academia 学界

UNAM → Tokyo → UCLA → Arizona

Trained across three continents, funded by Japan, seasoned in the American Southwest.

• B.Eng, UNAM — Magna Cum Laude, Medalla Gabino Barreda (top of class)
• M.Sc & PhD, University of Tokyo — ML for bioinformatics, Monbukagakusho (MEXT) scholar
• Postdoc, UCLA School of Medicine — ML for neuroscience
• Staff Scientist, University of Arizona — ML for planetary science

産

Industry 産業

A decade of AI that ships

Models are the easy part; the job is products that move real money responsibly.

• "Genome" — investor-profile projects powering personalization at GBM
• Recommenders — KNN, ALS, and BM25 with embeddings, in production
• Mechagodzilla — the experimentation layer that keeps it all honest
• Previously — Novartis, Algorithia (Grupo Salinas), Banorte