The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 03, 2026

Filed:

Mar. 25, 2021
Applicant:

Jpmorgan Chase Bank, N.a., New York, NY (US);

Inventors:

Minghua Li, West New York, NJ (US);

Nicholas Romano, New York, NY (US);

Yicheng Pu, Jersey City, NJ (US);

Zaiying Huang, New Hyde Park, NY (US);

Lei Carol Liang, Hamburg, NJ (US);

Kanika Gandhi, Syosset, NY (US);

Drew Afromsky, New York, NY (US);

Assignee:

JPMORGAN CHASE BANK, N.A., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/02 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/027 (2013.01);
Abstract

A framework for easy development of a machine learning solution is provided. The framework includes connecting data sources at all scale levels from a user; assessing data schema, data risk, and data quality status; performing scalable feature engineering and transformation; and automating machine learning model optimization. The framework also includes functionalities for generating production code and automatic model documentation.


Find Patent Forward Citations

Li, Minghua. (2026). Method and system for developing a machine learning model (U.S. Patent No. 12541707). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12541707

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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