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(lively triumphant music) - All right. Hi, everyone. Thanks for joining me and Sal on this presentation, Im going to talk about one of our ongoing projects on how we are using graphs to identify fraud Western abuse from healthcare claims. And before I get started a little bit about myself and Sal, so, Im the chief data scientist in the AI Center of Excellence within Deloitte Risk and Financial Advisory. And Sal is our data science lead. We work in the same team and for this particular project, we teamed up with our program integrity group within Deloitte to build this solution. And before I go into this specific topic, just want to talk a little bit about what fraud Western abuse is about and why we are dealing with this specific problem. So for those who are unfamiliar with program integrity or fraud Western abuse in healthcare claims, it appears in multiple facets. So, some of the problems besides what we are going to talk about today that we work on are, for example, if a patient