Performed exploratory data analysis (feature engineering) and developed a statistical model (DBO Model) to predict the box office collection for Amazon Prime Video.Tools & technologies: Regressions, GAM modelling, SVR and supervised tree based algorithms(XGB regressor).Model was an ensemble model with XGB regressor and GAM involves combining their predictions on a specific condition. The DBO model achieved industry-leading accuracy in estimating box office performance.