Jose G. Perez, Ph.D.
@DeveloperJose
About
Applied ML Researcher (Ph.D.) with expertise in multispectral satellite imagery and physics-guided deep learning.
Skills & Technologies
Projects & Repositories
Recent public projects and repositories from this profile.
dotfiles
LuaThe config files I use in all my machines. Mostly nvim, zsh, and tmux configs.
LaTeX-PhD-Dissertation
TeXThe LaTeX files for my Ph.D. Dissertation, "Physics-Guided Strategies for Enhacing Neural Networks Trained With Limited Data"
BattleMapsBot
PythonUtility bot for AWBW Discord server.
Python-Physics-LSTM
Jupyter NotebookCode for "Physics-Informed Long-Short Term Memory Neural Network Performance on Holloman High-Speed Test Track Sled Study"
Physics-Guided-Multispectral-Glacier-Segmentation
PythonPhysics-guided glacier segmentation from Landsat imagery using U-Net, DEM terrain features, ITS_LIVE velocity channels, and velocity-aware loss.
CSharp-Minecraft
C#Basic Minecraft clone created in C# using MonoGame. Contains basic rendering optimizations, as well as block placement and removal using raytracing.