Using machine learning to identify patterns and develop Predictive Models on R and Hadoop . Used advanced machine learning algorithms Random forests, Gradient boosting classifier and decision trees.
鈥� Enhanced existing predictive models and developed new models for service Coverage and renewal prediction
鈥� Created framework to develop new predictive models , process large amounts of data and automated variable selection, model development and validation
鈥� Developed decision tress to explain variable interaction and business insights
鈥� R and Hadoop for model development
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