The Technologies for Biomedical Research Lab (TechBioLab) within the Life Sciences Department of the Barcelona Supercomputing Center (BSC) brings together specialised teams to enable research activities in the Life Sciences. These teams cover a range of areas, including research data and software, infrastructure for centralized and federated analysis and learning, etc. From a technical perspective, TechBioLab’s activities focus on developing infrastructures that support Life Sciences research, including software components for bioinformatics, research data management– especially in healthcare–and scientific and technical benchmarking of research software in close collaboration with various communities and projects. Special attention is given to technological developments enabling the analysis of sensitive data in federated settings. This approach facilitates the generation of AI models without requiring data to be move...