Contributed to the AIS-SNU/AIS-lab-website by delivering three targeted features over two months, focusing on content and data management using Markdown and YAML. Developed an image association system for research sources, enriching visual representation and ensuring traceability through explicit commit mapping. Enhanced profile pages by updating contact details, educational background, and integrating publication and teaching sections, while maintaining auditability. Implemented a news update workflow to announce MICRO 2025 paper acceptance, updating related metadata and profile visuals for accuracy and consistency. Prioritized user-facing impact and content governance, with all changes emphasizing maintainability and clear business value without introducing major defects.