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music
Lo que imaginabas - Input Permalink
Input band was a fleeting alternative rock project in which I participated in mid 2019. It was a short but substantial band, and I’m proud of everything we did together. Jorge Suarez and Jonathan Quevedo were the songwriters and minds behind the music. I participated mainly as intrumentalist and composing various bass lines. Other song snippets are available on the project’s instagram page.
Esto es Sagú - Son Sagú Permalink
Son Sagú is a family band with over 15 years of history. Dedicated to the Andean peasant folklore of Colombia’s central high plains, we specialize in Carranga. During the pandemic, we composed and recorded this original song, inspired by the landscapes and traditions of our parents’ and grandparents’ village.
Llámame Permalink
Llámame is a Vallenato (Colombian folk music) song with urban vibes. It was composed by my friend Jorge Suarez. This is my is my free interpretation, casually recorded on my phone.
publications
Drought forecasting using a hybrid neural architecture for integrating time series and static data
Published in Tackling Climate Change with Machine Learning workshop at ICLR, 2025
teaching
[In Spanish] Imputación de datos hidrológicos usando algoritmos de Machine Learning
Workshop, Universidad Nacional de Colombia, Departamento de Ingeniería Civil y Agricola, 2025
This workshop aims to introduce third-year agricultural engineering students to the effective implementation of machine learning techniques for imputing missing values in hydrological data.