As a digital innovator at Nestle, my work ranged from cloud-based user applications to using automation at manufacturing facilities for the use of the internet of things (loT), with the goal of using technology for improving product quality and manufacturing productivity, as well as reducing costs. Later, at Starbucks I helped develop several key digital strategies, including the Starbucks mobile app, its digital surface strategy and the use of predictive analytics.