US 11,928,572 B2
Machine learning model generator
Hassan Sawaf, Los Gatos, CA (US); Marios Anapliotis, Sausalito, CA (US); and Fady El-Rukby, Redmond, WA (US)
Assigned to Aixplain, Inc., Los Gatos, CA (US)
Filed by aixplain, Inc., Los Gatos, CA (US)
Filed on Mar. 31, 2021, as Appl. No. 17/219,714.
Prior Publication US 2022/0318682 A1, Oct. 6, 2022
Int. Cl. G06N 20/20 (2019.01); G06F 40/20 (2020.01); G06N 5/043 (2023.01)
CPC G06N 20/20 (2019.01) [G06F 40/20 (2020.01); G06N 5/043 (2013.01)] 14 Claims
OG exemplary drawing
 
1. A method, comprising:
receiving information associated with a requested operator;
generating, by a processing device executing a first machine learning model, a skeleton architecture of an artificial intelligence (AI)-based solution to the operator based on the information;
generating the AI-based solution to the requested operator, based on the skeleton architecture, wherein the generating of the AI-based solution comprises:
identifying a second machine learning model in a first database within the marketplace platform, wherein the second machine learning model is a first portion of the AI-based solution,
identifying a third machine learning model in a second database external to the marketplace platform, wherein the third machine learning model is a second portion of the AI-based solution, and
generating the AI-based solution by combining the second machine learning model and the third machine learning model; and
displaying an option to access the AI-based solution in a marketplace platform.