Analysis of the data ecosystem: assessment of data systems, interfaces and data quality; evaluation of security / privacy and interoperability (data-level to user-level) * Data & interface architecture: Collaboration on the blueprint for the clinical Nephrology data ecosystem (data flows, API specifications, data models, interoperability standards) * Development and integration of novel AI solutions in the data integration pipelines, designing test and production environments, and Software deployment - o Security & privacy by design in clinical IT (e.g., IAM / role-based access, logging / auditing, pseudonymization, consent workflows)
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