Worked on the DS-100/sp25 repository to update project documentation, focusing on aligning the README with the current academic semester. The contribution involved a targeted textual revision to ensure onboarding materials and project information remained accurate and relevant for new users. This work required careful attention to Markdown formatting and version control practices using Git, ensuring that the documentation change was low-risk and easy to track. No codebase or feature logic was altered, reflecting a focused approach to documentation maintenance. The update improved clarity for contributors and students, supporting smoother onboarding and reducing confusion about the project’s current academic context.