K. Ho worked on the Amsterdam/amsterdam-schema repository, delivering a targeted enhancement to improve data schema title consistency. By refining schema definitions using JSON, K. Ho standardized title conventions across the data model, supporting clearer and more reliable data representation for downstream analytics and consumers. The approach maintained backward compatibility, ensuring existing integrations remained unaffected while aligning with broader data governance objectives. This work focused on schema definition best practices, emphasizing clarity and traceability through explicit commit and issue references. The depth of the contribution lay in its careful balance of operational stability and improved data quality within a short project period.