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:
Dec. 09, 2025

Filed:

Jul. 16, 2025
Applicant:

Morgan Stanley Services Group Inc., New York, NY (US);

Inventors:

Mehak Mehta, Jersey City, NJ (US);

Sanjit Vijay Mehta, Karnataka, IN;

Rahul Suresh, Tamil Nadu, IN;

Lokin Makkena, New York, NY (US);

Ashish Kumar Singh, Karnataka, IN;

Vijay Kumar Butte, New York, NY (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 8/70 (2018.01); G06F 8/71 (2018.01); G06F 8/77 (2018.01); G06F 9/44 (2018.01); G06N 20/00 (2019.01); G06Q 30/02 (2023.01);
U.S. Cl.
CPC ...
G06F 8/71 (2013.01);
Abstract

A system and method may create and manage a code repository structure and related files for a ML system such as a NN by executing code to create a version control management platform template commit including a pipeline folder comprising deploy files; a configuration folder comprising key-value pairs describing variables used as input to the neural network; a notebooks folder; a steps folder including ML or NN code; a tests folder comprising test scripts; and a utils folder; and executing code to create a tag associated with a pull request and alter version control management platform data such that the tag is displayed in conjunction with data describing the branch associated with the pull request. Executing code to create a tag may include searching a commit history for a unique commit number associated with a pull request, and based on this search creating a tag.


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