John is the healthcare data scientist at UCM assigned to the Center for HDSI. He has experience in managing the nuances of healthcare data, knowing what data to trust and identifying data to question. John understands the many sources of data in an academic medical center, develops predictive models, and creates production pipelines to deliver analytic results to end users.