After 10 years as a researcher in algebra & geometry at leading institutions (Yale University, CNRS, as well as visiting positions in Moscow and Kyoto), David took a break from academia in 2008, to explore machine learning and digital marketing. He founded Tinyclues after realizing that mainstream approaches to data-mining in relational databases were mathematically wrong. He holds a PhD in pure mathematics.