Projects

Open Source Code for Simulation of Relativistic Particles Radiation
Tleco stands for both in the fire and rise in the nahuatl language.
Numerical code that simulates particles in relativistic plasma, and the rise of radiation from accelerating particles.
Consists of both Rust functions and Python functions previously built in the Fortran code Paramo.

Open Source Code for Radiative Transfer Simulations in Relativistic Astrophysics
Independently developed this code for distributed settings to perform HPC simulations of radiative transfer in relativistic astrophysics.
Optimized the code with OpenMP to reduce simulation time from 2 minutes to 5 seconds.
Researched and applied mathematical concepts of machine learning (gradient descent) to adjust the parameters of the code to classify observations from NASA telescopes.
This code has been used for at least 5 scientific publications and also for graduate pedagogical purposes.
Developed data analysis and data visualization tools in Python.