I came across an academic paper written a couple of years back. It uses machine learning algorithms to analyse consumer credit risk and predict the probability of default. This paper has come from MIT Sloan School of Management. The learning I take away from it are the possibilities that are opened up by practical application of tools used in big data analytics to broad issues like credit risk that have a bearing on the economy at large. Click here for the link.