Contributed targeted documentation improvements to the kubernetes/website repository, focusing on the Scheduler Performance Tuning section. Addressed user confusion by fixing typos and enhancing the clarity and accuracy of technical guidance, resulting in a more reliable reference for Kubernetes users. Employed technical writing and documentation skills, utilizing Markdown to ensure content met established standards and was easy to maintain. All changes were managed through standard Git workflows, providing traceability and supporting future updates. This work emphasized maintainability and user experience, helping users achieve better configuration outcomes while aligning the documentation with project best practices and quality expectations for open-source contributions.