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For the Inventor, By the Inventor

New York, NY, United States of America

Ramkumar Ayyadurai

This inventor holds 21 USPTO granted patents and 10 published patent applications, primarily in Artificial Intelligence. Top assignee: Citibank, N.a.. Active years: 2024-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Ramkumar Ayyadurai. Retrieved from https://idiyas.com/inventor/ramkumar-ayyadurai-msic52h1

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

USPTO Granted Patents = 21 

% Patents Active = 100.0

Average Co-Inventor Count = 6.3

ph-index = 4

Forward Citations = 79(Granted Patents)


Company Filing History:

goldMedal21 out of 549 
 
Citibank, N.a.
 patents

Years Active: 2024-2026

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Areas of Expertise:
AI Model Validation
Operational Resilience
Anomaly Detection
Generative AI
Data Querying
Multi-Model Monitoring
Explainable AI
Network Operations
Hierarchical Aggregation
Conflict Resolution
Chunk-Level Filtering
Audit Trails
21 patents (USPTO):Explore Patents
1. 12762253 - Dynamic multi-model monitoring and validation for artificial intelligence models (2026-10-13),
2. 12754944 - Querying data using specialized and generalized artificial intelligence models (2026-10-06),
3. 12737635 - Identifying and remediating gaps in artificial intelligence use cases using a generative artificial intelligence model (2026-09-15),
4. 12737181 - Managing operational resilience of system assets using an artificial intelligence model (2026-09-15),
5. 12732417 - Detecting network operation validation anomalies in conglomerate-application-based ecosystems systems and methods (2026-09-08),
6. 12725095 - Secure retrieval-augmented generation using chunk-level vector filtering and validation (2026-09-01),
7. 12602418 - Intelligent query decomposition, specialized model routing, and hierarchical aggregation with conflict resolution (2026-04-14),
8. 12596738 - Explainable large language model routing with immutable audit trails (2026-04-07),
9. 12517724 - Managing operational resilience of system assets using an artificial intelligence model (2026-01-06),
10. 12505352 - Identifying and remediating gaps in artificial intelligence use cases using a generative artificial intelligence model (2025-12-23),
11. 12483471 - Automatically updating communication maps used to detect and remediate validation failures for network operations (2025-11-25),
12. 12450494 - Validating autonomous artificial intelligence (AI) agents using generative AI (2025-10-21),
13. 12443894 - Validating artificial intelligence model outputs using hash signatures and chunk-level access controls (2025-10-14),
14. 12361334 - Validating vector constraints of outputs generated by machine learning models (2025-07-15),
15. 12346820 - Identifying and remediating gaps in artificial intelligence use cases using a generative artificial intelligence model (2025-07-01),

Title: Ramkumar Ayyadurai: Innovator in Artificial Intelligence

Introduction

Ramkumar Ayyadurai is a noted inventor based in New York, NY, with a remarkable portfolio that includes seven patents. His contributions to the field of artificial intelligence have demonstrated his commitment to advancing technology and improving systems through innovation.

Latest Patents

Among his latest inventions, Ramkumar has developed a patent titled "Identifying and remediating gaps in artificial intelligence use cases using a generative artificial intelligence model." This patent describes a system that utilizes alphanumeric characters to define the operative boundaries for expected AI model use cases, using operational data to construct and assess observed model use cases. Each identified use case features comprehensive attributes that allow for categorization by risk level. Additionally, his patent on "Querying data using specialized and generalized artificial intelligence models" focuses on optimizing data queries through a generalized AI model that segments requests into domain-specific components, enhancing the efficiency and accuracy of data retrieval.

Career Highlights

Ramkumar is currently employed at Citibank, N.A., where he leverages his expertise in artificial intelligence to drive innovation and enhance operational processes. His role involves applying his inventive insights to improve systems that interact with complex data.

Collaborations

Throughout his career, Ramkumar has collaborated with talented professionals such as Vishal Mysore and Chamindra Desilva. These collaborations reflect his ability to work within dynamic teams and contribute to collective advancements within the tech landscape.

Conclusion

As an inventor, Ramkumar Ayyadurai exemplifies the spirit of innovation in artificial intelligence. His developments not only enhance operational efficiencies but also pave the way for the next generation of AI applications. With his impressive portfolio of patents, Ramkumar continues to inspire future inventors in the technology sector.

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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