Albert delivered a data-focused feature enhancement for the sitcon-tw/2025 repository, concentrating on refreshing and restructuring venue information. He updated current venues, removed outdated entries, and revised titles, descriptions, and URLs for organizations and communities. Using TypeScript and leveraging his skills in content update and data management, Albert redesigned the data model to more accurately represent venue metadata, enabling future scalability and easier integration with downstream features. His work improved data quality and reliability across the platform, reduced the risk of stale information, and established a maintainable, traceable foundation for analytics and richer discovery experiences within the venue-related workflows.