
Contributed to the clessn/livre-outils repository by enhancing bibliography management, refining academic content, and improving data visualization workflows. Applied R programming and BibTeX formatting to clean up bibliographic entries, ensuring citation reliability and consistency across Quarto documents. Developed an R script to visualize the evolution of AI capabilities, supporting clearer communication of technical milestones. Refactored and clarified content on AI in social sciences, updating examples and reorganizing sections for improved learning paths. Addressed a citation integrity issue by aligning citation keys between Quarto and bibliography files, which improved reference accuracy and document reliability. Demonstrated strengths in documentation and reference management.
October 2025: Key focus on citation integrity in the livre-outils project. Delivered a bug fix aligning citation keys between Quarto documents and bibliography to ensure references resolve to the correct resources (chapitre_9.qmd and livre-outils.bib). The change improves document reliability, rendering accuracy, and user-facing reference integrity across builds. Repo: clessn/livre-outils. The fix was implemented via a targeted commit and validated against the build pipeline.
October 2025: Key focus on citation integrity in the livre-outils project. Delivered a bug fix aligning citation keys between Quarto documents and bibliography to ensure references resolve to the correct resources (chapitre_9.qmd and livre-outils.bib). The change improves document reliability, rendering accuracy, and user-facing reference integrity across builds. Repo: clessn/livre-outils. The fix was implemented via a targeted commit and validated against the build pipeline.
July 2025 monthly summary for clessn/livre-outils. Focused delivery across bibliography management, content curation, data visualization, and presentation polish. Key improvements include: - Robust bibliography handling: BibTeX formatting cleanup and a new bibliographic entry, improving citation reliability and repository consistency. - Chapitre 8 content updates: Refactor and clarify AI-in-social-sciences content, reorganizing sections and updating examples for clearer learning paths. - AI evolution visualization: Introduced an R script to visualize AI capability milestones over time, enabling better communication of progress and maturity. - Presentation polish: Quarto presentation tweaks to suppress code outputs in R chunks and enhance figure labeling for clearer, more professional deliverables.
July 2025 monthly summary for clessn/livre-outils. Focused delivery across bibliography management, content curation, data visualization, and presentation polish. Key improvements include: - Robust bibliography handling: BibTeX formatting cleanup and a new bibliographic entry, improving citation reliability and repository consistency. - Chapitre 8 content updates: Refactor and clarify AI-in-social-sciences content, reorganizing sections and updating examples for clearer learning paths. - AI evolution visualization: Introduced an R script to visualize AI capability milestones over time, enabling better communication of progress and maturity. - Presentation polish: Quarto presentation tweaks to suppress code outputs in R chunks and enhance figure labeling for clearer, more professional deliverables.

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