This inventor holds 8 USPTO granted patents and 5 published patent applications. Top assignees: Amazon Technologies, Inc., Columbia University. Active years: 2013-2026.
Location History:
- New York City, NY (US) (2013)
- Los Angeles, CA (US) (2016)
- New York, NY (US) (2024)
Company Filing History:
Years Active: 2013-2026
Title: The Innovative Mind of Andrew Oliver Arnold
Introduction
Andrew Oliver Arnold, an accomplished inventor based in New York, NY, has made significant contributions to the field of machine learning and communication technologies. With a total of six patents to his name, Arnold’s innovations are shaping the way we interact with automated systems in various sectors.
Latest Patents
Among Andrew Arnold's most notable recent patents are "Systems and methods for automated communication summarization" and "Questions disambiguation using generative evidence fusion and round-trip prediction." The first patent focuses on developing extractive summarization models that efficiently locate and summarize contact center conversation details. By utilizing machine learning algorithms, these models generate comprehensible summaries that contact center agents can easily understand.
The second patent presents innovative techniques for predicting answers to questions using machine learning models. This invention employs a question-answer model to predict multiple answers and refine these predictions through a round-trip process, ensuring precision and clarity in the generated questions.
Career Highlights
Arnold has gained valuable experience working for renowned organizations, including Amazon Technologies, Inc. and Columbia University. His roles in these institutions have allowed him to hone his skills in machine learning and contribute to groundbreaking research.
Collaborations
Throughout his career, Andrew has collaborated with esteemed colleagues, such as Bing Xiang and Ramesh M Nallapati. Their partnerships have played a crucial role in the development of Arnold's innovative projects and patents, fostering a collaborative environment that drives technological advancement.
Conclusion
Andrew Oliver Arnold exemplifies the spirit of innovation in the realm of machine learning and automated communication. His six patents reflect his dedication to improving how systems process and summarize information. As he continues to inspire future advancements, Arnold remains a pivotal figure in the world of inventions, shaping the future with his groundbreaking ideas.