Sray Agarwal has been working as a data scientist for the last 12 years and has gained experience in various domains, including BFSI, e-commerce, retail, telecommunications, hospitality, travel, education, real estate, and entertainment, among many other sectors. He is currently working for Publicis Sapient as a data scientist and is based out of London. His expertise lies in predictive modeling, forecasting, and advanced machine learning. He possesses a deep understanding of algorithms and advanced statistics. He has a background in management and economics and has attained an MSc-equivalent qualification in data science and analytics. He is also a SAS-Certified Predictive Modeler. His current area of interest is fair and explainable machine learning.