Architected and implemented analytics and visualization components for common public datasets to predict target values. Developed decision models relying on decision trees, random forest, logistic regression on categorical data. Implemented deep learning approaches on biomedical data. Studied on large scale data and analytics using statistical and machine learning models. Implemented discretization and binning, cleaning, transforming, merging and reshaping data frames.