During December 2025, Namekian contributed foundational distributed computing capabilities to the unslothai/unsloth-zoo repository. By introducing the torch.distributed import, Namekian enabled the codebase to support multi-GPU and multi-node workflows, laying essential groundwork for scalable training and inference. The technical approach focused on Python and distributed computing principles, addressing a missing import that previously caused startup issues and runtime errors. This targeted change improved reliability and established a platform for future performance optimizations. While the work was limited in scope, it demonstrated a clear understanding of distributed systems and positioned the project for enhanced scalability and cost efficiency moving forward.