July 2025 monthly summary for Prof-Drake-UMD/INST-760-SUMMER25: Delivered data readiness improvements and repository hygiene that support analytics and future development. Key features delivered include the Student Performance Dataset Lifecycle for Analytics and SeGen Tirfe Project Skeleton Setup and Cleanup. Major maintenance included targeted removal of deprecated files to improve data integrity and reduce confusion. The work accelerates analytics pipelines and supports model training with stable, well-organized data assets and project scaffolding.

May 2025 (2025-05) focused on establishing a clear documentation foundation for Prof-Drake-UMD/INST767-Sp25. No major bugs fixed this month. Key feature delivered: Project Documentation (README) setup and title clarification, outlining the project goal (analyzing news trends and California air quality) and specifying APIs to be used and the expected output format. This work enhances onboarding, cross-team alignment, and sets expectations for future data collection and feature work. The effort demonstrates strong technical writing, disciplined version control, and proactive project scoping.