performance tuning, algorithmic refactoring, and scalability improvements on on‑premises clusters and public cloud platforms. Fluid Numerics LLC also builds custom workflows and infrastructure‑as‑code templates to deploy ROCm and other HPC stacks on virtual machines. In addition, the company maintains open‑source projects, tutorials, and training materials that guide research teams through modernizing codes and running large numerical experiments. This combination of applied mathematics expertise and software engineering supports organizations that need faster simulations and more efficient use of compute resources.