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For the Inventor, By the Inventor

Washington, DC, United States of America

Christopher Bayan Bruss

This inventor holds 28 USPTO granted patents and 20 published patent applications, primarily in Machine Learning. Top assignees: Capital One Services, LLC, Other. Active years: 2016-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Christopher Bayan Bruss. Retrieved from https://idiyas.com/inventor/christopher-bayan-bruss

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

USPTO Granted Patents = 28 

% Patents Active = 92.9

Average Co-Inventor Count = 2.7

ph-index = 3

Forward Citations = 85(Granted Patents)


Location History:

  • McLean, VA (US) (2020)
  • Washington, DC (US) (2016 - 2024)

Company Filing History:

goldMedal27 out of 6,847 
 
Capital One Services, LLC
 patents
silverMedal1 out of 834,513 
Other
 patents

Years Active: 2016-2026

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Areas of Expertise:
Counterfactual Samples
Machine Learning Models
Data Segmentation
Neural Embeddings
AI Explanation
Graph Neural Networks
Event Data Processing
Email Attack Detection
Drift Detection
User Preference
Knowledge Graphs
Active Learning
28 patents (USPTO):Explore Patents
1. 12718146 - Generating counterfactual samples based on user preference (2026-08-25),
2. 12711425 - MACHINE LEARNING EMBEDDINGS FOR EVOLVING CATEGORY SETS (2026-08-18),
3. 12683763 - Computer-based systems configured to select a monitored data segmentation and methods of use thereof (2026-07-14),
4. 12675709 - Filtering counterfactual conditionals (2026-07-07),
5. 12579479 - Counterfactual samples for maintaining consistency between machine learning models (2026-03-17),
6. 12572816 - Monitoring machine learning models using surrogate model output (2026-03-10),
7. 12566984 - Methods and systems for explaining artificial intelligence and machine learning (2026-03-03),
8. 12554941 - Processing event data and/or tabular data for input to one or more machine learning models (2026-02-17),
9. 12524542 - Reduced storage of sequence mining data (2026-01-13),
10. 12481913 - Automatic generation of attribute sets for counterfactual explanations (2025-11-25),
11. 12360992 - Machine learning for locating information in knowledge graphs (2025-07-15),
12. 12333000 - Generating user group definitions (2025-06-17),
13. 12205163 - Credit decisioning based on graph neural networks (2025-01-21),
14. 12190617 - Method and system for detecting drift in text streams (2025-01-07),
15. 11948379 - Systems and methods of detecting email-based attacks through machine learning (2024-04-02),

Title: **Innovations and Achievements of Christopher Bayan Bruss**

Introduction

Christopher Bayan Bruss is an accomplished inventor located in Washington, DC, whose work has led to the development of 16 patents. His innovative contributions primarily focus on advancements in credit decisioning systems and data stream analysis, showcasing his expertise in utilizing cutting-edge technologies.

Latest Patents

Among his latest patents is the revolutionary system for **credit decisioning based on graph neural networks**. This invention streamlines the lending process by effectively utilizing a lending network graph comprising multiple loans. The system incorporates a graph neural network that updates the weights of nodes associated with creditors and accounts, significantly enhancing the efficiency and accuracy of credit evaluations.

Another pivotal patent authored by Bruss is the **method and system for detecting drift in text streams**. This invention addresses the challenge of monitoring streaming data for changes in content composition. By generating baseline representations and comparing incoming data streams against these standards, the system empowers administrators to identify significant variations and intervene promptly, ensuring data integrity and reliability.

Career Highlights

Christopher Bayan Bruss has held various influential positions, notably within **Capital One Services, LLC**. His tenure at Capital One has been marked by innovative contributions that have reshaped the company's approach to data and credit services.

Collaborations

Throughout his career, Bruss has collaborated with esteemed professionals such as Keegan Hines and Stephen Fletcher. These partnerships have facilitated the exchange of ideas, fostering a creative environment that has led to multiple groundbreaking innovations.

Conclusion

With a track record of 16 patents and significant collaborations, Christopher Bayan Bruss continues to be a driving force in the field of technology and innovation. His latest inventions not only demonstrate his commitment to improving financial decision-making but also underscore his role as a pivotal contributor to advancements in data analysis techniques.

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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