Galaxy classification into the T-Web environments
Outlier detection in the DESI observations
Reconstruction of the Cosmic Web from galaxy distribution
MANTRA & DeepTAO: Large data sets for transient classifiers

About Me

Hello, I'm John. I am a fifth-year Ph.D. student at the Department of Physics of the University of Los Andes in Bogotá-Colombia. My primary research interests are applications of machine learning and deep learning algorithms to solve problems in astrophysics and cosmology. I work with Jaime Forero-Romero in the Astroandes research group and also as member of the Dark Energy Spectroscopic Instrument (DESI) collaboration. Besides, as outreach activities I'm member of the committee of the RECA mentorship program.

There is available a full or short version of my scientific CV.