Worked on the DrAlzahraniProjects/csusb_fall2024_cse6550_team1 repository to implement a user interface enhancement that adds a documentation hyperlink to the Confusion Matrix title in the application’s sidebar. This feature, developed using front end development skills and Python, streamlines access to the SQA wiki on GitHub, reducing context switching for developers and reviewers. The work focused on UI integration and careful version control, with changes tracked in a single, auditable commit. By improving navigation and documentation accessibility, the update supports faster onboarding and day-to-day workflow for confusion-matrix users. No major bugs were addressed during this period.