Worked on the platforma-open/differential-expression repository to address R environment permission issues encountered in unprivileged container deployments. Implemented a solution that reroutes R package installations to a project-local library using renv, thereby eliminating permission-denied errors for non-root users. This approach improved the usability and reliability of containerized R workflows, reducing setup friction and enhancing reproducibility across different environments. The work leveraged skills in CI/CD, DevOps, and containerization, with a focus on R programming and YAML configuration. By resolving a critical runtime bug, the changes contributed to more stable and accessible R analysis pipelines within containerized infrastructures.