Paul Beaumont is a Senior Data Scientist at QuantumBlack, an advanced analytics consultancy based in Singapore. He works on statistical models for explanatory, predictive and prescriptive problems, and his role involves designing mathematical models to help clients understand pertinent questions about their data. Paul holds a PhD in Mathematics & Computer Science from Imperial College London, and leads QuantumBlack’s R&D efforts in Causal Inference.