Robotics / Simulation

Tools used to build and test digital twins of arms, a humanoid, and quadrotors.

NVIDIA Isaac Sim Isaac Lab MuJoCo Newton / MuJoCo-Warp UR5e / RG2 Unitree G1 USD and URDF assets Contact-rich assembly Inverse kinematics PPO policy training and evaluation Simulation validation ROS 2, Nav2, and AMCL MCP tool servers
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Languages

Core programming languages used across modeling, data pipelines, and application work.

Python R SQL C HTML/CSS

ML / AI

Modeling and experimentation tools for predictive analytics, deep learning, and generative work.

PyTorch scikit-learn XGBoost PyGAM Reinforcement learning (PPO) CNNs RNNs Autoencoders Diffusion models Clustering Dimensionality reduction Feature engineering
See NBA win modeling

Data / Databases

Data collection, validation, storage, and reproducible analysis workflows.

pandas NumPy SQLite PostgreSQL SQLAlchemy API ingestion Schema validation ETL pipelines CSV/report workflows R Markdown
See sports data engineering

Tools / Systems

Workflow, deployment, and engineering tools used to ship and maintain projects.

Flask Streamlit Git/GitHub Docker GitHub Actions Linux/CLI Selenium Slurm/HPC workflows Testing and automation

Cybersecurity

Enterprise security experience supporting a tribal government environment.

Endpoint security Network threat monitoring SaaS security Phishing defense Secure remote support
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