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For the Inventor, By the Inventor

McLean, VA, United States of America

Arturo Hernandez Zeledon

USPTO Granted Patents = 10

Average Co-Inventor Count = 3.9

ph-index = 1


Location History:

  • McLean, VA (US) (2022 - 2024)
  • Arlington, VA (US) (2023 - 2024)

Company Filing History:

goldMedal10 out of 6,132 
 
Capital One Services, LLC
 patents

Years Active: 2022-2025

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10 patents (USPTO):Explore Patents
1. 12271798 - Systems and methods for generating training data for sequential conversational responses (2025-04-08),
2. 12260070 - Systems and methods for generating dynamic interface options using machine learning models (2025-03-25),
3. 12190068 - Systems and methods for generating real-time dynamic conversational responses during conversational interactions using machine learning models (2025-01-07),
4. 12131124 - Systems and methods for generating dynamic conversational responses based on predicted user intents using artificial intelligence models (2024-10-29),
5. 12063186 - Systems and methods for a two-tier machine learning model for generating conversational responses (2024-08-13),
6. 11900062 - Systems and methods for generating dynamic conversational responses based on predicted user intents using artificial intelligence models (2024-02-13),
7. 11863502 - Systems and methods for a two-tier machine learning model for generating conversational responses (2024-01-02),
8. 11811708 - Systems and methods for generating dynamic conversational responses using cluster-level collaborative filtering matrices (2023-11-07),
9. 11616741 - Systems and methods for a two-tier machine learning model for generating conversational responses (2023-03-28),
10. 11356389 - Systems and methods for a two-tier machine learning model for generating conversational responses (2022-06-07),

Title: The Innovative Contributions of Arturo Hernandez Zeledon

Introduction

Arturo Hernandez Zeledon is a prominent inventor based in McLean, VA, known for his significant contributions to the field of machine learning and conversational systems. With a total of 10 patents to his name, he has made remarkable strides in developing systems that enhance user interaction through advanced technology.

Latest Patents

Among his latest patents, one notable invention is titled "Systems and methods for generating training data for sequential conversational responses." This patent discloses methods and systems designed to alleviate the burden of data collection while generating effective training data for sequential conversational responses. The system employs a unique form of a random treatment control experiment to optimize data collection and ensure adequate learning data for machine learning intents.

Another significant patent is "Systems and methods for generating dynamic interface options using machine learning models." This invention describes methods for creating dynamic interface options in real-time, reflecting the likely goals and intents of users. The machine learning model utilized in this patent includes a convolutional neural network and performs a Weight of Evidence (WOE) analysis to interpret multi-modal feature inputs.

Career Highlights

Arturo currently works at Capital One Services, LLC, where he applies his expertise in machine learning to develop innovative solutions that improve user experiences. His work has positioned him as a key player in the advancement of technology within the financial services sector.

Collaborations

Arturo collaborates with talented individuals such as Md Arafat Hossain Khan and Minh Le, contributing to a dynamic team focused on pushing the boundaries of technology and innovation.

Conclusion

Arturo Hernandez Zeledon exemplifies the spirit of innovation through his patents and contributions to machine learning. His work not only enhances user interaction but also sets a foundation for future advancements in conversational systems.

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