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Dave Castillo
Managing VP for ML at Capital One and head of their Center for Machine Learning. Expert in enterprise-wide ML adoption and platform development.
Best podcasts with Dave Castillo
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Dec 19, 2019
• 47min
Advancing Machine Learning at Capital One with Dave Castillo - #328
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In this discussion, Dave Castillo, Managing VP for ML at Capital One, shares his journey from creating early ML systems at NASA to leading ML adoption at a major financial institution. He highlights the shift from lab-based ML to enterprise-wide integration and discusses innovative use cases. Dave introduces a new role that combines product management and design thinking, aimed at enhancing user experience. He also addresses the challenges of model risk documentation, automation opportunities, and the evolving skill sets required in data science and ML roles.
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