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Global Analytics (Aug'2015 - Jun'2016)

Worked on the credit requirements and optimization of the subprime population in UK 

 

  • Optimised line assignment for Line of Credit

    • Proposed and implemented the marginal cut-offs on Requested Line amount

    • Led to an increase in acquisitions by 30%  with a decrease in average line by 23%

 

  • Modified product underwriting

    • Reduced portfolio default rates from 10% to 4% while maintaining the low acquisition costs <£100 per account

    • Built risk score for incoming applications using Delphi and third-party data

    • Optimised risk scores' cut-offs across different acquisition channels

  • Risk-Based Pricing Test

    • Designed  and implemented end-to-end  Risk-Based Pricing  for new and existing customers 

    • Led to an estimated  increase in revenue by £40K per month

 

  • Recommended design changes for the new mobile app

    • Led to an estimated increase in downloads by 40%

 

  • Identified Cross-sell opportunities
    • Designed the application flow for underwriting and estimated additional 10% acquisitions for the alternate product
    • Analysed the cross-sell potential using incoming application and bureau data
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