Divya Shree Email and Phone Number

Mastercard Economics Institute

Credit Risk - Commercial Real Estate

• Generated Segmentation reports on monthly basis which is used in various models to target customers• Built Churn, Acquisition & Upsell Models to understand likelihood of customer on promotion campaign• Explored Market Basket Analysis to identify the secondary products for Surrogate campaigns• Using Panel data analysis determined Halo & Cannibalization Effect for different categories of products• Conceptualized analytical ways to incorporate Covid-19 effect on previously built… Show more • Generated Segmentation reports on monthly basis which is used in various models to target customers• Built Churn, Acquisition & Upsell Models to understand likelihood of customer on promotion campaign• Explored Market Basket Analysis to identify the secondary products for Surrogate campaigns• Using Panel data analysis determined Halo & Cannibalization Effect for different categories of products• Conceptualized analytical ways to incorporate Covid-19 effect on previously built models• Created Monthly Business as Usual performance reports for the client and provided useful insights• Optimized Space allocation in Convenience store to increase visibility & sales of profit potential products• Automated imp. deliverables from PostgreSQL to AWS using PySpark by setting up Extract transform load Show less

Well Analytics - Estimated Ultimate Recovery (EUR) of a new oil well from the• Developed a forecasting model in R using Hierarchical clustering technique on 1020 legacy oil well’s data• Assigned a legacy well & EUR to clusters and scored new wells by Random forest; Test data accuracy: 90%, OOB Error: 9.8%• Impact: Scientific analysis of EUR requires huge capital investment; data analytics can help in eliminating these heavy costs

Factors that Explain the Growth of the Economy in recent times-Under the guidance of Prof. Sebastian Morris• Developed predictive model in R-Studio using McClave-Hsiao Test to find imp variables affecting WPI & its time variability• Restructured previous 12-period data with variables like CPI, IIP, Fuel from CMIE Economic Outlook using VBA in MS-Excel• Impact: Prediction of WPI Inflation is helpful in tracking supply and demand dynamics in industry, manufacturing and construction