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:
Oct. 06, 2026

Filed:

Mar. 21, 2024
Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Shankar Sankararaman, Burlingame, CA (US);

Apurva Swarnakar, San Diego, CA (US);

Assignee:

INTUIT INC., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2023.01); G06Q 40/12 (2023.01); H04L 67/50 (2022.01);
U.S. Cl.
CPC ...
H04L 67/535 (2022.05); G06Q 40/123 (2013.12);
Abstract

A method for automatically recommending personalized estimates of amounts of time needed to complete a task include includes providing a plurality time-to-complete (TTC) models trained at different quantile levels to a machine learning model configured to select one TTC model of the plurality of TTC models as a selected TTC model to generate an estimated amount of time needed for a current user to complete the task. The method includes obtaining the estimated amount of time from the selected TTC model. The method includes obtaining feedback data regarding the estimated amount of time obtained from the selected TTC model. The method includes training the machine learning model based, at least in part, on the feedback data.


Find Patent Forward Citations

Sankararaman, Shankar. (2026). Machine learning based approach for automatically recommending personalized estimates of time needed to complete a task (U.S. Patent No. 12756765). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12756765

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

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