About Joshua Expertise Retail Software Utilities & Renewables AI, Insights, and Solutions Digital Innovation Data and Analytics Transformation Dynamic Marketing Optimization Experimentation at Scale Recent Insights “Rolling Out Multiarmed Bandits for Fast, Adaptive Experimentation ,” Expert Commentary, September 2021, Article “Embracing Black Box Machine Learning Models in Business Operations,” Expert Commentary, August 2019, Article