Northpool B.V. • Leiden, The Netherlands

Design of pipelines for training and deploying statistical and deep learning models used for trading in the energy markets.

Create real-time monitoring dashboards to track data drift and, model's performance.

Code and containerize production-ready APIs using tools such as Docker, Kubernetes, and FastAPI.

ITAM • Mexico City

Taught graduate-level data science modules for industry professionals, covering python programming, machine learning, and statistical modeling.

Mentored students on how to deploy the models using tools such as Docker, Kubernetes and FastAPI.

Bloomberg • Mexico City

Accelerated data acquisition workflows by leveraging vendor APIs, reducing acquisition times from 30 minutes to less than 1 minute.

Built internal dashboards to process time-series datasets and detect data outliers.

Mexican Stock Exchange • Mexico City

I improved the optimization process for the S&P/BMV Bursa Optimo Index, reducing computation time from 8 hours to 10 minutes.

Managed the full life-cycle of stock indexes maintenance, including constituents selection and weights determination.