Advancing Machine Learning at Capital One with Dave Castillo - #328

Today we’re joined by Dave Castillo, Managing Vice President for ML at Capital One and head of their Center for Machine Learning. We caught up with David at re:Invent to discuss the aforementioned Center for Machine Learning, and what has changed since our last discussing with Capital One, which you can find at twimlai.com/talk/147. In our conversation we explore:

Capital One’s transition from “lab-based” machine learning to “enterprise-wide” adoption and support of ML. Surprising machine learning use cases like granting employee access privileges via an automated system. Their current platform ecosystem, including their design vision in building this into a larger, all-encompassing platform, pain points in building this platform, and more. 

Check out the complete show notes for this episode at twimlai.com/talk/328.