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.
Patent No.:
Date of Patent:
Dec. 16, 2025
Filed:
Sep. 29, 2023
Akkio Inc., Boston, MA (US);
Nate Gillman, New York, NY (US);
Nadia Lahlaf, Billerica, MA (US);
Aperahama Parangi, Boston, MA (US);
Jonathon Reilly, Cambridge, MA (US);
Nathan Wies, Brookline, MA (US);
Akkio Inc., Boston, MA (US);
Abstract
A method for automatically generating and executing computer code includes receiving, by a machine learning engine, a user-specified data set and a user-specified task. The machine learning engine analyzes at least one characteristic of the user-specified data set and at least one characteristic of the user-specified task and generates at least one machine learning model for processing the user-specified data set. The machine learning model generates a first output by processing the user-specified data set. The machine learning engine receives a natural language description of a user-requested data transformation task for execution with a subset of the first output and directs a large language model to identify an archetype of the user-requested data transformation task. The large language model applies the user-requested data transformation task to the subset of the first output using the archetype to generate a second output.