Worked on the mlflow/mlflow repository to update the Docker Compose setup documentation, focusing on improving onboarding and environment setup reliability. The contribution involved aligning the documentation with the current directory structure and adding a clear note about accessing the UI, which helps reduce ambiguity for new contributors. Using Markdown for documentation and leveraging DevOps and Docker expertise, the update aimed to enhance consistency and maintainability across the repository. No bugs were fixed during this period, as the primary focus was on documentation quality. The work addressed support overhead by making setup instructions more precise and accessible for the developer community.