Machine Learning & AI
PyTorch
TensorFlow
Scikit-learn
CNNs
Transformers
Explainable AI (xAI)
Physics-Informed Neural Networks (PINNs)
Unsupervised Clustering
Synthetic Data Generation
Programming & Tooling
Python
MATLAB
C
Git / GitHub
MPI / HPC
LaTeX
Sphinx
Software Release & Documentation
Modeling & Simulation
COMSOL Multiphysics
Ansys
Elmer
OpenFOAM
HITRAN / HAPI
SOLIDWORKS
Siemens NX
Digital-Twin Modeling
Generative Design
Instrumentation & Hardware
THz / IR Spectroscopy
Sensor & Gas-Cell Design
NI DAQ
LabVIEW
Arduino
Machining & 3D Printing
Schlieren Imaging
See AI/ML Projects for published research and advised class projects that put these tools to use, or my Google Scholar profile for the full publication record.