Large-Scale Structure Classification in the DESI Survey
Mapping the cosmic web in DESI, identifying voids, sheets, filaments, and knots across galaxy survey data
Quality assessment of spectroscopic data reduction pipelines using ML
Survey-scale anomaly detection in DESI spectroscopy, revealing pipeline systematics and unusual astrophysical sources
Characterizing shock waves in interstellar medium collisions
Characterizing shock fronts in interstellar-medium simulations using compression, pressure gradients, and Mach-number maps
Radio background noise analysis in cosmic-ray air showers
Using Galactic radio noise to estimate antenna orientation in the IceCube Surface Array
Estimating halo merging timescales through emulation-based models
Predicting dark-matter halo merger times with N-body simulations and emulation-based models
Galaxy stellar mass estimation with Graph Neural Networks
Exploring machine-learning methods for fast stellar-mass estimation in DESI BGS galaxies
Outreach
Creating spaces for astronomy outreach and scientific discussion, with a focus on building community, sharing research ideas, and making astrophysics more accessible to students!
Uniandes Astronomy Journal Club
Founded in 2025 as the first astronomy journal club at Uniandes and one of the first of its kind in Colombia, it brings students together to discuss current research in astronomy and astrophysics
Photography
A small collection of my 35 mm photographs exploring atmosphere, texture, and everyday light.
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