Mack Wallace

Machine Learning in Credit Decisioning: Using New Data & Methods to Approve Students With No Credit History


Tuesday, June 20, 2023


11:25 am



Red Rock Ballroom G


International students, DACA, immigrants, and other new Americans represent 13% of the US population and are growing. However, a lack of existing credit history prevents this population from accessing affordable loans. In this case study, we’ll share how MPOWER Financing – a large provider of financing to international and DACA students – uses an innovative, forward-looking credit model based on alternative data and new modeling techniques to provide affordable education financing to people with no or limited credit history.

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