Machine Learning Model CI/CD and Shadow Platform

Deploying large-scale fraud detection machine learning models at PayPalBy Quinn Zuo, Sudhi Murthy, and Nitin SharmaPhoto by Natalie Su on UnsplashThis blog is the first in a series that provides a comprehensive overview of a machine learning (ML) shadow platform for model continuous integration /continuous deployment (CI/CD) framework developed at PayPal for end-to-end management of a large cohort of ML models.IntroductionRisk platform is the biggest production AI/ML environment in PayPal. Risk ...