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For the Inventor, By the Inventor

Bengaluru, India

Roshni Ramesh Ramnani

This inventor holds 21 USPTO granted patents and 4 published patent applications and 3 EPO patents, primarily in Machine Learning. Top assignees: Accenture Global Solutions Limited, Accenture Global Services Gmbh. Active years: 2015-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Roshni Ramesh Ramnani. Retrieved from https://idiyas.com/inventor/roshni-ramesh-ramnani

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 = 95.2

 

Average Co-Inventor Count = 5.2

ph-index = 6

Forward Citations = 98(Granted Patents)


Location History:

  • Bengaluru, IN (2015 - 2023)
  • Karnataka, IN (2017 - 2023)

Company Filing History:

goldMedal13 out of 1,646 
 
Accenture Global Solutions Limited
 patents
silverMedal8 out of 1,457 
 
Accenture Global Services Gmbh
 patents

Years Active: 2015-2026

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Areas of Expertise:
Intent Classification
Knowledge Graphs
Implicit Bias
Virtual Agents
Automated Conversations
Causality Prediction
Humanoid Interaction
Pharmacovigilance
Document Analysis
Semantic Networks
Natural Language Processing
Test Artifact Generation
21 patents (USPTO):Explore Patents
1. 12651169 - System and method for training and refining machine learning models for intent classification (2026-06-09),
2. 12493788 - Generating knowledge graphs from conversational data (2025-12-09),
3. 12437510 - Utilizing machine learning models to identify implicit bias (2025-10-07),
4. 12101279 - Dynamic goal-oriented dialogue with virtual agents (2024-09-24),
5. 11854540 - Utilizing machine learning models to generate automated empathetic conversations (2023-12-26),
6. 11823592 - Virtual agent conducting interactive testing (2023-11-21),
7. 11797776 - Utilizing machine learning models and in-domain and out-of-domain data distribution to predict a causality relationship between events expressed in natural language text (2023-10-24),
8. 11709998 - Dynamic and unscripted virtual agent systems and methods (2023-07-25),
9. 11416755 - Artificial intelligence based system and method for controlling virtual agent task flow (2022-08-16),
10. 11093307 - Platform for supporting multiple virtual agent applications (2021-08-17),
11. 10880320 - Unstructured security threat information analysis (2020-12-29),
12. 10762161 - Intelligent humanoid interactive content recommender (2020-09-01),
13. 10679613 - Spoken language understanding system and method using recurrent neural networks (2020-06-09),
14. 10614196 - System for automated analysis of clinical text for pharmacovigilance (2020-04-07),
15. 10324969 - Scoring documents (2019-06-18),

Title: Roshni Ramesh Ramnani - Pioneering Inventor from Bengaluru

Introduction: Roshni Ramesh Ramnani is a highly accomplished inventor based in Bengaluru, India, known for her groundbreaking innovations in various fields.

Latest Patents: Roshni Ramesh Ramnani holds several patents in the areas of technology, healthcare, and sustainable energy, showcasing her diverse range of expertise and creativity.

Career Highlights: With a career spanning over two decades, Roshni Ramesh Ramnani has consistently pushed the boundaries of innovation, leading to the development of cutting-edge solutions that have made a significant impact on society.

Collaborations: Throughout her career, Roshni Ramesh Ramnani has collaborated with leading research institutions, universities, and companies worldwide, fostering a culture of innovation and knowledge sharing.

Conclusion: Roshni Ramesh Ramnani's passion for innovation, coupled with her relentless drive to make a difference, has solidified her reputation as a trailblazing inventor in Bengaluru and beyond.

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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