This inventor holds 2 USPTO granted patents. Top assignee: Optum, Inc.. Active years: 2023-2024.
Company Filing History:
Years Active: 2023-2024
Title: Nathan H Funk: Innovator in Machine Learning and Natural Language Processing
Introduction
Nathan H Funk is a prominent inventor based in Elk River, MN (US). He has made significant contributions to the field of machine learning, particularly in natural language processing. With a total of 2 patents, Funk is recognized for his innovative approaches to enhancing semantic intelligence in technology.
Latest Patents
Funk's latest patents focus on machine learning techniques for natural language processing using predictive entity scoring. There is a growing need for more accurate and efficient natural language solutions that exhibit greater semantic intelligence. His patented methods address this need by utilizing predictive entity scoring techniques. One example of his work includes determining an overall prevalence score for input entity data objects in relation to a scored document corpus and a target section. Additionally, he determines a qualified prevalence score for the input entity data object concerning a high-scoring subset of the scored document corpus. Funk's methods involve processing the input entity data object using an entity scoring machine learning model, which is characterized by multiple multiplicative hyper-parameters and one or more additive hyper-parameters. The outcome of this process allows for performing prediction-based actions based on the predicted entity score.
Career Highlights
Nathan H Funk is currently employed at Optum, Inc., where he continues to develop and refine his innovative ideas in machine learning and natural language processing. His work has positioned him as a key figure in the advancement of technology in these fields.
Collaborations
Funk collaborates with notable colleagues, including Eric D Tryon and Raghav Bali. Their combined expertise contributes to the development of cutting-edge solutions in their respective areas of focus.
Conclusion
Nathan H Funk is a distinguished inventor whose work in machine learning and natural language processing is paving the way for more intelligent technological solutions. His contributions are vital to the ongoing evolution of these fields, and his patents reflect his commitment to innovation.