Research portfolio

Research Projects

Verified case studies and public computational repositories at the intersection of geophysics, Earth data, and machine learning.

01

2024 · Second place nationally in the Datos a la U competition

FIRENET

A platform for forest-fire management that integrates geospatial technologies, artificial intelligence, open meteorological data, and environmental-crime data. Its neural models forecast monthly temperature and precipitation to help prioritize vulnerable areas.

Geospatial AIConvolutional neural networksRecurrent neural networksOpen data
02

2022 · Public GitHub repository

DesarrolloPoligonales

Calculation of true bed thickness using the traverses method in Python.

Jupyter NotebookPython

Open repositories

Computational work in progress