Jose G. Perez, Ph.D.
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Jose G. Perez, Ph.D.

@DeveloperJose

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About

Applied ML Researcher (Ph.D.) with expertise in multispectral satellite imagery and physics-guided deep learning.

Company The University of Texas at El Paso
Followers 28
Following 36
Public Repositories 53
Expertise

Skills & Technologies

Lua TeX Python Jupyter Notebook C#
GitHub Work

Projects & Repositories

Recent public projects and repositories from this profile.

dotfiles

Lua

The config files I use in all my machines. Mostly nvim, zsh, and tmux configs.

⭐ 0 Forks: 0

LaTeX-PhD-Dissertation

TeX

The LaTeX files for my Ph.D. Dissertation, "Physics-Guided Strategies for Enhacing Neural Networks Trained With Limited Data"

⭐ 1 Forks: 0

BattleMapsBot

Python

Utility bot for AWBW Discord server.

⭐ 0 Forks: 0

Python-Physics-LSTM

Jupyter Notebook

Code for "Physics-Informed Long-Short Term Memory Neural Network Performance on Holloman High-Speed Test Track Sled Study"

⭐ 8 Forks: 1
Jupyter Notebook View Project

Physics-Guided-Multispectral-Glacier-Segmentation

Python

Physics-guided glacier segmentation from Landsat imagery using U-Net, DEM terrain features, ITS_LIVE velocity channels, and velocity-aware loss.

⭐ 2 Forks: 0

CSharp-Minecraft

C#

Basic Minecraft clone created in C# using MonoGame. Contains basic rendering optimizations, as well as block placement and removal using raytracing.

⭐ 9 Forks: 1