Worked on enhancing the documentation for Seldon Core 2 within the SeldonIO/seldon-core repository, focusing on improving clarity, accessibility, and onboarding for both users and contributors. The approach involved updating and reformatting Markdown-based documentation, refining feature descriptions, updating image paths, and improving internal links to streamline navigation. Emphasizing technical writing and MLOps expertise, the work stabilized the documentation workflow with a single, well-scoped commit, ensuring no regressions were introduced. These updates aimed to support faster adoption of new features and provide clearer guidance for onboarding, laying a solid foundation for future documentation and contributor engagement within the project.