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Global Analytics (Aug'2015 - Jun'2016)
Worked on the credit requirements and optimization of the subprime population in UK
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Optimised line assignment for Line of Credit
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Proposed and implemented the marginal cut-offs on Requested Line amount
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Led to an increase in acquisitions by 30% with a decrease in average line by 23%
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Modified product underwriting
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Reduced portfolio default rates from 10% to 4% while maintaining the low acquisition costs <£100 per account
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Built risk score for incoming applications using Delphi and third-party data
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Optimised risk scores' cut-offs across different acquisition channels
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Risk-Based Pricing Test
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Designed and implemented end-to-end Risk-Based Pricing for new and existing customers
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Led to an estimated increase in revenue by £40K per month
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Recommended design changes for the new mobile app
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Led to an estimated increase in downloads by 40%
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- 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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