Northpool B.V. • Leiden, The Netherlands

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

Build real-time monitoring tools, and dashboards, to ensure the stability of the models and trading strategies

Northpool B.V. • Leiden, The Netherlands

Developed econometrics and deep learning based models to support decision-making processes.

ITAM • Mexico City

Led an advanced diploma program in Data Science for Finance, training industry professionals in Python programming, SQL database querying, data analysis and machine learning.

Bloomberg L.P. • Mexico City

Improved and accelerated data acquisition workflows by leveraging vendor APIs.

Developed dashboards to spot statistical outliers in real time.

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 lifecycle of stock indexes maintenance, including constituents selection and weights determination.