During May 2025, Carlos Fuster focused on enhancing the Pasteur-BioImage-Analysis-Course-2025 repository by improving documentation and data asset management. He added a curated training image asset, sourced from the CellPose dataset, to support SAMJ analysis workflows, enabling more reproducible and accessible bioimage analysis pipelines for course participants. Additionally, Carlos streamlined access to supplementary materials by integrating a direct Zenodo link to the AI-Based Pipelines slides within the Markdown-based documentation. His work, centered on documentation and data curation rather than code changes, addressed usability and reproducibility, demonstrating depth in technical writing and asset integration for scientific training environments.