Sandro Bjelogrlic

Senior Data Scientist at ING

Sandro works as a Senior Data Scientist in the Risk And Pricing Advanced Analytics Team at ING. He holds a PhD in Physics from Utrecht University. Sandro is passionate about all the aspects of Data Science, from statistics and algorithms to software engineering. For the past years he has focused on solving Credit Risk problems with Machine Learning, which is the topic he will discuss at DSFC.

My Sessions

Machine learning for credit decisions


Determining the creditworthiness of a customer is at the core of the banking business. The use of statistical models within this domain (the so-called Credit Scorecards) dates back to the 90s, making it one of the early adopters of such techniques within the Financial Industry. The more recent adoption of Machine Learning Models represents a […]

Credit risk management