Shivan Mukherjee updated organizer profile documentation for the Open-Finance-Lab/FinRL_Contest_2025 repository, focusing on enhancing bio details and integrating a new profile image. He used Markdown for content editing and managed image assets to ensure correct rendering within the documentation. The work involved careful asset referencing and version control using Git, maintaining traceability across multiple commits. By improving the clarity and completeness of organizer profiles, Shivan supported better onboarding for contest participants and reduced support needs. The depth of the work lay in attention to documentation quality, asset integrity, and process transparency, rather than in feature development or bug resolution.