Worked on the cncf/people repository to enhance data quality by addressing a specific issue in people.json, where an incorrect LinkedIn URL was identified and corrected. Focused on data management using JSON, the approach emphasized precision and traceability, with a single, well-documented commit that maintained repository health and ensured consistency across systems. This targeted bug fix improved the reliability of profile data, reduced the risk of broken links, and supported smoother integrations with external services. The work demonstrated careful attention to data integrity and clear communication through commit messages, contributing to user trust and the ongoing maintainability of the repository.