Worked on the sciai-lab/lab-webpage repository to deliver a focused content update, refining the presentation of research interests for a lab member to better align with the group’s emphasis on Bayesian inference using MCMC, information geometry, statistical physics, and thermodynamics. The update was implemented using Markdown, with a strong emphasis on documentation quality and content clarity. No bug fixes were required during this period, as the primary goal was to enhance external messaging and ensure consistency across the site. The work prioritized accuracy and readiness for future updates, supporting the lab’s positioning within the broader Scientific AI research community.