Kai Zhe Choong contributed to the WING-NUS/wing-website by developing a new author profile feature and refining the event description for the Retrieval Augmented Generation course. He focused on enhancing user experience and contributor transparency by clarifying course objectives and detailing research interests, supporting both recruitment and communication goals. His work involved academic writing, content management, and profile creation, utilizing Markdown and Git for version control. While no major bugs were addressed, site stability was maintained throughout the update. The depth of his contribution lay in aligning content updates with ongoing NLP and LLM interpretability research, ensuring relevance and clarity for users.