20250217881. Machine Learning Based (HighRadius)
MACHINE LEARNING BASED SYSTEMS AND METHODS FOR CREDIT RISK MANAGEMENT
Abstract: a machine learning based computing method for automatic managing credit risks of first users, is disclosed. the machine learning based computing method includes: receiving inputs from electronic devices associated with second users; retrieving data associated with first users from databases; preprocessing the data to remove noises, outliers, and missing values, from datasets; determining, the credit risks of the entities based on the pre-processed data by machine learning models; generating credit decisions for the entities; generating confidence scores for credit decisions to classify the credit decisions, based on correlation between the data and credit decisions; determining recommended credit values, recommended first credit limits, and recommended second credit limits, based on classification of the credit decisions; and providing an output of the credit decisions, the recommended credit values and the recommended credit limits, to the second users on user interfaces associated with electronic devices.
Inventor(s): MAHEK MAHENDRA SHAH, SOWMYA KILAMBI, BRAHMA PRAKASH CHARY DEEGUTLA, HARKIRAT SINGH, BHARAT CHANDRA TEEPALAPUDI, JASWINDER SINGH, RISHABH SETHIYA, SHIVENDRA SRIVASTAVA, DEEPALI PANDEY, HARIKA YENUGU, SURYA VADLAMANI
CPC Classification: G06Q40/03 (Credit; Loans; Processing thereof)
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- Patent Applications
- HighRadius Corporation
- CPC G06Q40/03
- MAHEK MAHENDRA SHAH of Hyderabad IN
- SOWMYA KILAMBI of Hyderabad IN
- BRAHMA PRAKASH CHARY DEEGUTLA of Hyderabad IN
- HARKIRAT SINGH of Hyderabad IN
- BHARAT CHANDRA TEEPALAPUDI of Hyderabad IN
- JASWINDER SINGH of Hyderabad IN
- RISHABH SETHIYA of Hyderabad IN
- SHIVENDRA SRIVASTAVA of Hyderabad IN
- DEEPALI PANDEY of Hyderabad IN
- HARIKA YENUGU of Hyderabad IN
- SURYA VADLAMANI of Hyderabad IN