Fishkill, NY, United States of America

Michael Terrence Cohoon

This inventor holds 17 USPTO granted patents and 15 published patent applications, primarily in Artificial Intelligence. Top assignee: International Business Machines Corporation. Active years: 2021-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Michael Terrence Cohoon. Retrieved from https://idiyas.com/inventor/michael-terrence-cohoon

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

Calculating rank
USPTO Granted Patents = 17 

% Patents Active = 58.8

Average Co-Inventor Count = 3.0

ph-index = 1

Forward Citations = 6(Granted Patents)


Company Filing History:


Years Active: 2021-2026

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Areas of Expertise:
Automated Problem Triage
Artificial Intelligence
Multipathing Code
Reinforcement Learning
Predictive Models
Error Handling
Test Case Management
Data Replication
Drift Detection
Edge Devices
Code Modification
Hidden Input Detection
17 patents (USPTO):Explore Patents

Title: **Michael Terrence Cohoon: A Pioneer in Edge Device Technology**

Introduction

Michael Terrence Cohoon, based in Fishkill, NY, is an accomplished inventor with a notable portfolio of 8 patents to his name. His innovative contributions focus mainly on data processing and edge device technology, making significant strides in how data is managed and analyzed in environments with limited network connectivity.

Latest Patents

One of Cohoon's latest patents is titled **"Drift detection in edge devices via multi-algorithmic deltas."** This invention provides systems and methods for detecting data drift in edge devices, ensuring robust performance even in scenarios where network connectivity is lacking. The system involves a sophisticated verification component that assesses the accuracy of two models, which helps in identifying performance degradation due to data drift.

Another remarkable patent of his is **"Distribution of user specific data elements in a replication environment."** This invention addresses the challenges of data element replication across different storage formats. It outlines a process for converting and storing updated data values in the appropriate target formats, enhancing data protection and integrity during replication.

Career Highlights

Cohoon is currently associated with the International Business Machines Corporation (IBM), where he leverages his expertise to advance technological innovations. His work primarily centers around enhancing the efficiency of data handling in various computational environments, reflecting his commitment to pushing the boundaries of what's possible in technology.

Collaborations

Throughout his career, Michael has collaborated with talented colleagues, including Andrew C. M. Hicks and Ryan Thomas Rawlins. These collaborations have undoubtedly enriched his work and contributed to the innovative solutions that emerge from their combined expertise.

Conclusion

With a solid foundation in edge device technology and a dynamic portfolio of patents, Michael Terrence Cohoon exemplifies the spirit of innovation in today's fast-evolving tech landscape. His contributions play a crucial role in improving data management systems, ensuring that organizations can operate efficiently and effectively, even in the most challenging environments.

Profile summary based on public USPTO records.
Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]
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