MLeap: Providing (Near) Real-time Data Science with Apache Spark

How MLeap allowed us to scale our existing predictive platform from our local machines to Apache Spark in the cloud with zero loss of functionality and sub-second response times. At Red Ventures, we partner with the nation's top brands to seamlessly connect customers with the products and services they need most using our advanced digital marketing and sales capabilities. Along a customer's journey, each interaction with Red Ventures presents an opportunity to make an influential decision: from the website creative they see to the time they spend waiting in a queue to speak to an agent. However, those decisions aren't meaningful if they can't use data and make a recommendation in real time. To that end, we have developed a machine learning platform that is constantly making decisions and is constantly learning to account for new data and trends.