Worked on the DS4SD/docling repository to enhance developer documentation around confidence scores, delivering a new Markdown file that explains the purpose, concepts, and types of confidence scores used in the project. The documentation included an illustrative image and was seamlessly integrated into the project’s navigation, making it easily accessible for both new and existing contributors. This effort focused on improving onboarding and user understanding, consolidating guidance to support future enhancements in confidence scoring. The work relied on strong documentation skills and proficiency with Markdown, emphasizing clarity and maintainability. No bugs were addressed during this period, with efforts centered on documentation-driven improvements.