Shivan Mukherjee updated the organizer profile documentation for the Open-Finance-Lab/FinRL_Contest_2025 repository, focusing on enhancing bio details and integrating a profile image to improve clarity and onboarding for new contestants. Using Markdown for content structuring and asset management techniques, Shivan ensured the correct image displayed in the documentation and maintained asset integrity throughout the update. The work involved careful version control with a focused set of commits, supporting traceability and maintainability. While the scope was limited to documentation, the update addressed user experience by reducing support overhead and establishing clearer organizer profiles, demonstrating attention to detail in documentation practices.