During April 2025, Daniel Swanson contributed to the acl-org/acl-anthology repository by delivering a feature focused on data normalization and metadata alignment for author attribution. He addressed inconsistencies in author naming by canonicalizing Daniel Swanson to Daniel G. Swanson, ensuring metadata matched across PDFs and external sources. Using XML and YAML, Daniel updated the canonical metadata configuration to support ongoing consistency, which improved searchability and reduced manual reconciliation. His work demonstrated careful data management, documentation updates, and incremental change management within version control, resulting in enhanced data quality for analytics and user-facing features. The scope was focused but technically thorough.