Consulting projects

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Banking and finance


Questions we helped answer:

  1. Devise a Credit Rating algorithm for SME customers.
  2. Estimate probability of default of a customer and help decide on sanctioning or rejecting the loan application.
  3. Classify customers into different risk categories based on the customer profile to optimize the marketing spent.

Issue:

10%-15% of customers default on the loans sanctioned by the banks.

Bank not able to identify the potential credit worthy customers thus impacting its profitability.

Analytics Society of India

  • The Analytics Society of India (ASI) has been founded by eminent personalities from academia (IIMB & IISc.) as well as industry to precisely address these challenges and thus enable organizations as well as individuals overcome the trials of data exploration, deduction and application. ASI is a not-for-profit, professional association, and strives to help individuals become more valuable through education, community, research and advocacy
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