Joseph B Cessna

This inventor holds 19 USPTO granted patents and 2 published patent applications, plus 3 CIPO patents and 3 EPO patents, primarily in Machine Learning Applications. Top assignee: Intuit, Inc.. Active years: 2018-2024.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Joseph B Cessna. Retrieved from https://idiyas.com/inventor/joseph-b-cessna

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

Calculating rank

USPTO Granted Patents = 19 (Patent Applications = 2)

% Patents Active = 100.0

CIPO Patents = 3

EPO Patents = 3 (Patent Applications = 4)

Average Co-Inventor Count = 3.1

ph-index = 7

Forward Citations = 152(Granted Patents)

Location History:

Weston, WI (US) (2022)
San Diego, CA (US) (2018 - 2024)

Company Filing History:

19 out of 2,557

Intuit, Inc.

patents

Years Active: 2018-2024

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Areas of Expertise:

Machine Learning

User Experience

Financial Cohorts

Natural Language Understanding

Analytics Models

Personalization

Software Delivery

Tax Preparation

Usability Testing

Adaptive Testing

Data Science

19 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 11893461 - System and method for labeling machine learning inputs (2024-02-06),

2. 11775864 - Feature management platform (2023-10-03),

3. 11734313 - Systems and methods for intelligently grouping financial product users into cohesive cohorts (2023-08-22),

4. 11425250 - Artificial intelligence based call handling optimization (2022-08-23),

5. 11334635 - Domain specific natural language understanding of customer intent in self-help (2022-05-17),

6. 11321629 - System and method for labeling machine learning inputs (2022-05-03),

7. 11270185 - Methods, systems, and computer program product for generating a personalized flow for a software delivery model (2022-03-08),

8. 11069001 - Method and system for providing personalized user experiences in compliance with service provider business rules (2021-07-20),

9. 11030631 - Method and system for generating user experience analytics models by unbiasing data samples to improve personalization of user experiences in a tax return preparation system (2021-06-08),

10. 10936627 - Systems and methods for intelligently grouping financial product users into cohesive cohorts (2021-03-02),

11. 10664540 - Domain specific natural language understanding of customer intent in self-help (2020-05-26),

12. 10621677 - Method and system for applying dynamic and adaptive testing techniques to a software system to improve selection of predictive models for personalizing user experiences in the software system (2020-04-14),

13. 10621597 - Method and system for updating analytics models that are used to dynamically and adaptively provide personalized user experiences in a software system (2020-04-14),

14. 10592995 - Methods, systems, and computer program product for providing expense information for an electronic tax return preparation and filing software delivery model (2020-03-17),

15. 10460398 - Method and system for crowdsourcing the detection of usability issues in a tax return preparation system (2019-10-29),

Title: Innovations by Joseph B. Cessna: A Pioneer in Machine Learning and Feature Management

Introduction

Joseph B. Cessna, based in San Diego, CA, has made significant contributions to the fields of machine learning and feature management through his innovative inventions. With a total of 19 patents to his name, Cessna has been instrumental in developing systems and methods that optimize the labeling of data and manage the lifecycle of data features.

Latest Patents

Among his latest patents, Cessna has focused on two prominent innovations. The first patent, titled "System and method for labeling machine learning inputs," outlines a comprehensive approach where processors retrieve labeled data and identify predictive characteristics for unlabeled data items. This method incorporates training an analysis model to predict the appropriate labels for unlabeled data, generating predictions, and ultimately labeling remaining data items once certain completion criteria are met.

His second patent, "Feature management platform," introduces a platform designed to streamline the feature management lifecycle. This end-to-end platform accepts processing artifacts, defining various features including data sources, event data retrieval timings, and transformations. It efficiently generates processing jobs that encapsulate feature data in a vector format, enabling predictions from models hosted on various computing devices.

Career Highlights

Cessna's career has been marked by his role at Intuit, Inc., where he has leveraged his expertise in technology and innovation to develop cutting-edge solutions. His work at Intuit reflects a deep understanding of both the technical and practical applications of machine learning, positioning the company at the forefront of innovation in data management.

Collaborations

Throughout his career, Cessna has collaborated with notable colleagues, including Massimo Mascaro and Peter Ouyang. This collaborative spirit has allowed for the exchange of ideas and enhancement of innovative solutions, contributing to advances in their respective projects and patents.

Conclusion

Joseph B. Cessna’s work exemplifies the transformative power of innovation within the fields of machine learning and data feature management. His contributions not only enhance the efficiency of data labeling but also pave the way for future advancements in technology. As he continues to innovate, his patents will undoubtedly play a crucial role in shaping the future of these industries.

Profile summary based on public USPTO records.