Developed and integrated an AI-powered image annotation and segmentation feature for OMERO within the bioconda/bioconda-recipes repository, focusing on the omero-annotate-ai package. Leveraged Python for both data processing and package management, enabling automated, reproducible workflows for OMERO data repositories. The work centered on AI integration to streamline image curation, with an emphasis on packaging best practices and automation. Collaborated on recipe design improvements to ensure quality and maintainability. This contribution accelerated data curation processes and strengthened the Bioconda ecosystem by providing a robust, AI-assisted annotation workflow, while maintaining a clear focus on reproducibility and workflow automation throughout development.