Ali Bouguerra developed foundational project documentation for the DS2E2025CP/bot_discord repository, focusing on onboarding contributors and clarifying the Groupe 5 objective of leveraging LLMs, specifically Gemini, for CV analysis and cover letter generation. He authored a comprehensive README.md in Markdown, detailing project goals, operational steps, prerequisites, and authorship to streamline future development and quality assurance. By emphasizing a documentation-first approach and applying skills in AI integration and project management, Ali established clear project scope and governance. This work laid the groundwork for efficient collaboration, reduced onboarding time, and set a structured reference point for subsequent feature development.