Sam is a former UK government economist and researcher at the IFS. He spent nine years studying economics at top academic institutions, including the University of Cambridge, and guest lectures in quantitative methods. At Macro Hive, he leads on developing economic forecasting models, integrating ML methods with traditional econometric analysis. In a past life, Sam represented Great Britain at a European and World level in swimming.