During December 2024, work focused on establishing the foundational architecture for a Reports module within the dyvasugnan/PPS_CSEB_2024Batch repository. The developer created top-level Report directories for both Class and Lab contexts, laying the groundwork for future report generation and management features. This initial scaffolding defined project structure and conventions to support cross-context reporting, enabling scalable data-driven insights as the project evolves. The implementation leveraged Git for version control and directory structuring, with an emphasis on maintainability and extensibility. No major bugs were addressed during this period, as efforts centered on backend organization and preparing for subsequent feature development.