Seoyoon Choi enhanced author profile quality in the AIML-K/aiml-khub.io.git repository by replacing generic placeholders with detailed professional interests and skills, improving both discoverability and credibility for project collaborators. Using Markdown and content management best practices, Seoyoon ensured that bios are concise, informative, and aligned with documentation standards. In a subsequent maintenance update, Seoyoon corrected the author’s contact email in the repository’s _index.md file, ensuring accurate communication channels and reducing the risk of misrouted inquiries. The work demonstrated careful attention to documentation hygiene and version control, with each change delivered as a focused, traceable commit for easy review.