During November 2024, Mohamed Koubaa enhanced simulation workflows by delivering targeted improvements across the ansys/example-data and ansys/pymapdl repositories. He developed LS-DYNA pydyna keyword example mesh files and associated geometry for buckling beer can simulations, enabling reproducible finite element analysis setups. In parallel, he streamlined dependency management in pymapdl by removing importlib-metadata and zipp, reducing reliance on external libraries and simplifying maintenance. His work leveraged Python, YAML, and meshing techniques to provide ready-to-use data and a leaner dependency footprint. These contributions improved onboarding efficiency, cross-repository consistency, and the overall maintainability of simulation and packaging infrastructure.