Subrata is a Vice President and heads up General Clinical Imaging Services in Bayer Diagnostic Imaging Data & AI Group. Subrata is responsible to provide end-to-end imaging capabilities for Bayer’s clinical development programs and Software as Medical Device development. Subrata is experienced in setting up agile development framework, operating model, processes, platform and delivery hubs for regulated clinical and digital products. Subrata transformed multiple Digital Health, Clinical Development, Clinical Operations, Imaging Core labs and Data Science & Analytics functions with measurable ROIs in leading Pharmaceutical Companies. His contributions extend to extensive publications in some of the world’s best peer-reviewed Journals on imaging and AI, as well as receiving multiple prestigious AI research grants and awards.