Researcher | Software Developer | Open Source Contributor
Computer Science at University of Nebraska – Lincoln (2024–2026)
Passionate about multi-agent systems, scientific computing, and developer tooling.
I am an aspiring computer scientist focused on building robust, scalable software systems that bridge research and real-world impact. Currently, I develop tools for multi-agent reinforcement learning, high-throughput microscopy, and open scientific infrastructure.
- Currently learning Rust, CUDA, and MARL frameworks
- Contributing to open research in AI via OASYS Lab
- Open source contributor to the NixOS ecosystem
- Co-led the MOASEI Competition at AAMAS 2025
Multi-Agent RL Benchmarks in Open Environments
POSG-based environments for wildfire response, cybersecurity, and rideshare
Supports MADDPG, COMA, and GNN-based MARL policies
Rust/CUDA acceleration for open MARL systems
Doubled simulation performance with low-level CUDA operations, exposed via Maturin
High-throughput scientific imaging software
Built real-time acquisition and OpenCV processing stack handling 20+ GB/s
Languages: Python, C++, Rust, JavaScript, Lua, SQL, Bash, Go, Nix
Frameworks: PyTorch, OpenCV, Astro, React, MPI, Django
Tools: Docker, Git, NixOS, Maturin, HDF5, AWS, CI/CD
Concepts: Machine Learning, MARL, Parallel Programming, DevOps
Inaugural MOASEI Competition at AAMAS'2025: A Technical Report
arXiv:2507.05469 — Patino et al.