Invention Grant
- Patent Title: System, method and computer program for underwriting and processing of loans using machine learning
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Application No.: US16280406Application Date: 2019-02-20
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Publication No.: US11599939B2Publication Date: 2023-03-07
- Inventor: Joseph Plapprumbil James , Sandeep Prabhakara
- Applicant: HSIP Corporate Nevada Trust
- Applicant Address: US NV Carson City
- Assignee: HSIP Corporate Nevada Trust
- Current Assignee: HSIP Corporate Nevada Trust
- Current Assignee Address: US NV Carson City
- Agency: BakerHostetler
- Main IPC: G06Q40/02
- IPC: G06Q40/02 ; G06K9/62 ; G06N20/20

Abstract:
A system and method for processing loans includes loan approval decision module that receives input from a loan applicant and collects external data including credit bureau data, bank transaction data, and social media data. The system also includes a machine learning module having a pre-processing subsystem, an automated feature engineering subsystem and a feature statistical assessment subsystem. A business objective determination module and an adverse notice notification module is also provided. The business objective determination module includes a weight optimization company valuation maximization model. A set of models is developed using the machine learning module to predict performance of the borrower based on the business objective determination.
Public/Granted literature
- US20200265512A1 SYSTEM, METHOD AND COMPUTER PROGRAM FOR UNDERWRITING AND PROCESSING OF LOANS USING MACHINE LEARNING Public/Granted day:2020-08-20
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