During September 2025, Giulia Carra updated Metabase hiring facilitation dashboards in the gip-inclusion/les-emplois repository to align with new organizational data configurations. She removed department-level filtering and updated dashboard IDs, ensuring hiring analytics now reflect accurate, cross-department data. Working primarily with Python and leveraging her skills in API integration and backend development, Giulia focused on configuration changes that improved data fidelity for hiring decision-makers. No critical defects were reported, indicating a smooth deployment. The work was limited in scope but addressed a clear business need, supporting more effective analytics without introducing new bugs or requiring extensive code refactoring.