Nerd out on breathing techniques and cognitive performance somewhere between pranayama and Huberman's sleep-and-focus hacks. Ask me anything about optimizing your neurology
Favorite movie: Pulp Fiction. Favorite book: Rayuela by Julio Cortázar
Developed discrete‑event simulation of data acquisition system (4TB/s) in C++ to design upgrades.
Built containerized environment for cross‑platform simulation replicability.
Senior ML Engineer · MercadoLibre
Jul 2019 — Sep 2023
Fraud prevention: built CV model for handwritten digit detection (MNIST transfer) and NLP model for personal data detection (400% impact vs. baseline).
Deployed gradient boosted trees model to detect undelivered product scammers.
Built distributed Spark pipelines on EMR for terabyte‑scale data processing.
ML Engineer · MercadoLibre
Aug 2017 — Jul 2019
Recommendations: trained and deployed collaborative filtering models (item‑to‑item) for supplementary and complementary recommendations.
Built data pipelines processing millions of events daily.
