Worked on enhancing the birds species analysis report within the MarieEtienne/2024_MODE_OCR repository, focusing on improving metadata and HTML formatting using R Markdown. Updated the Analyse_Birds.qmd file to refine the report’s title and author fields, and introduced configurable table of contents placement to support better readability and navigation for stakeholders. The technical approach centered on leveraging R Markdown’s output customization features to make the report more organized and user-friendly. Collaborated with teammates to align on outstanding issues, with initial improvements committed and further refinements planned. The work emphasized data analysis and report presentation, addressing usability for ongoing distribution.