Leveraged machine learning to build a customer propensity model for a start-up, identifying the top 20% of potential customers, resulting in a 2.5x improvement in commercial investment.

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Designed a predictive forecast to model geographic demand for a global consumer goods company.  Resulted in a 10%+ improvement to forecast.

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Establish a comprehensive patient analytics system, which included operational metrics and strategic analysis of copay and PAP utilization for a U.S. biopharma company.