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Sam is a Product Deployment Manager at Ribbon. Previously she led an analytics engineering team at Numerator, working with consumer purchase data to power their business intelligence platform, Numerator Insights. Outside of Ribbon, you can find Sam playing and watching soccer or reading historical fiction books.