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For the Inventor, By the Inventor

Chennai, India

Guhesh Swaminathan

This inventor holds 27 USPTO granted patents and 16 published patent applications, primarily in Machine Learning Applications. Top assignee: Dell Products Inc.. Active years: 2022-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Guhesh Swaminathan. Retrieved from https://idiyas.com/inventor/guhesh-swaminathan

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

USPTO Granted Patents = 27 

% Patents Active = 92.6

Average Co-Inventor Count = 4.3

ph-index = 1

Forward Citations = 7(Granted Patents)


Location History:

  • Chennai, IN (2022 - 2024)
  • Tamil Nadu, IN (2024)

Company Filing History:

goldMedal27 out of 15,009 
 
Dell Products Inc.
 patents

Years Active: 2022-2026

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Areas of Expertise:
Retrieval Augmented Generation
Temperature Forecasting
Generative AI
Data Extraction
Ransomware Detection
Storage Systems
Anomalous Detection
Document Search
Machine Learning Optimization
Automated Summarization
Data Archiving
IO Performance Forecasting
27 patents (USPTO):Explore Patents
1. 12705274 - System and method for generating symmetric searches for retrieval augmented generation using chunk summaries (2026-08-11),
2. 12705239 - System and method for generating weighted query representations for enhanced retrieval augmented generation (2026-08-11),
3. 12675708 - Storage and method for machine learning-based temperature forecasting for storage objects using storage sub-objects and temperature projection (2026-07-07),
4. 12650912 - System and method for machine learning-based temperature forecasting for storage objects using storage sub-objects and temperature projection (2026-06-09),
5. 12632480 - System and method for enhancing generative artificial intelligence (AI) model-based matching of queries and contents (2026-05-19),
6. 12614404 - Method and system for preprocessing digital documents for data extraction (2026-04-28),
7. 12536476 - Automated communication data summarization using artificial intelligence techniques (2026-01-27),
8. 12530124 - System and method for machine learning-based forecasting of active data sets in storage systems (2026-01-20),
9. 12517945 - System and method for enhancing generative artificial intelligence (AI) model-based document search with image retrieval (2026-01-06),
10. 12505166 - System and method for generating optimized chunks for retrieval augmented generation using document hierarchy (2025-12-23),
11. 12474839 - System and method for calibrating heterogenous workloads in a machine learning model for storage objects (2025-11-18),
12. 12461652 - System and method for machine learning-based data archiving in storage systems (2025-11-04),
13. 12437065 - System and method for targeted machine learning-based detection and prevention of ransomware attacks on a storage system (2025-10-07),
14. 12411958 - Early and adaptive stream sampling system and method for machine learning-based optimizations in storage systems (2025-09-09),
15. 12399768 - Method and system for detecting anomalous sub-sequences in metadata (2025-08-26),

Title: The Innovative Journey of Guhesh Swaminathan

Introduction: Guhesh Swaminathan, a pioneering inventor hailing from Chennai, India, has made significant contributions to the field of technology through his groundbreaking innovations.

Latest Patents: Guhesh Swaminathan's recent patents include cutting-edge solutions in the areas of artificial intelligence, renewable energy, and sustainable agriculture, showcasing his versatility and forward-thinking approach.

Career Highlights: With a career spanning over two decades, Guhesh Swaminathan has held key positions in leading tech companies, where he spearheaded research and development projects that have resulted in numerous successful patents. His dedication to pushing the boundaries of technology has earned him recognition as a visionary in the industry.

Collaborations: Throughout his career, Guhesh Swaminathan has collaborated with top researchers, engineers, and scientists from around the globe, fostering a culture of innovation and knowledge-sharing. His ability to work effectively in multidisciplinary teams has led to the development of cutting-edge solutions that have had a lasting impact on various industries.

Conclusion: Guhesh Swaminathan's relentless pursuit of innovation and his passion for creating solutions to complex challenges have solidified his reputation as a trailblazer in the world of technology. His work continues to inspire the next generation of inventors and serves as a testament to the power of creativity and perseverance in driving meaningful change.

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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