Pushpak Agrawal is a senior business analyst at Exl Services with over 3 years of experience developing risk algorithms and predictive models. He has experience creating segmented machine learning models to forecast defaults and straight rollers. His models use historical and current data to identify patterns and probabilities of default. He also contributes to maintaining existing models, innovating variables, and creating technical documentation. Previously, he interned at NIT Warangal where he published a share analysis of the power generation industry. He is proficient in SAS and has good working knowledge of R and Excel.