Audrey Denk focused on backend development and database management for the eclipse-osee/org.eclipse.osee repository, addressing a critical issue in data retrieval for branches, categories, and transactions. She delivered a targeted bug fix by refactoring the BranchIncludeCategoriesSqlHandler, improving SQL join handling to ensure accurate and consistent data across reporting and analytics workflows. Audrey’s approach involved dynamic table entry management and parameterization, enhancing both maintainability and data reliability. Working primarily in Java and SQL, she demonstrated strong debugging and code quality practices, reducing regression risk and supporting robust downstream analytics through improved data-access logic within the repository’s core backend systems.