Loan Book Analysis
Quantify loan book risk with machine learning.
Analyse vehicle finance loans using machine learning to uncover key drivers of default which included a number of features unknown to the client.
Employ machine learning model with demographic and other external data to predict the likelihood of loan defaults which allows the client to adopt risk-based pricing strategy.
Key outcomes:
Quantify the health of a debt portfolio held by a potential acquisition or sale.
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