We recently held a hands-on, hybrid technical meeting in Paris dedicated to refining and optimizing the data and machine learning pipelines in SEDIMARK. The session brought together team members on-site and online to work through practical implementation details, address technical challenges, and identify improvements to enhance efficiency, interoperability, and security across the platform.