November 2024: Focused on data enrichment, cross-platform data consistency, and UI reliability across three repositories. Key outcomes include: 1) Backend: Exposed sourceSubject in answer retrieval, enabling subject-level context for individual submissions and improving analytics and traceability. 2) Admin: Normalized age answer data types to support both numeric and string representations, ensuring consistency when age is configured as a dropdown, reducing data discrepancies between mobile and web. 3) Web Refactor: Fixed context handling to restore the 'Return to Admin App' button after Take Now, eliminating undefined context errors and stabilizing admin flows. These changes improve data visibility, platform reliability, and user experience, delivering measurable business value in analytics granularity, data integrity, and operational workflows.