Eric D Tryon

Title: Eric D. Tryon: Innovator in Machine Learning and Natural Language Processing

Introduction

Eric D. Tryon is a notable inventor based in Scandia, MN (US). He has made significant contributions to the field of machine learning, particularly in natural language processing. With a total of 2 patents, his work focuses on enhancing the efficiency and accuracy of natural language solutions.

Latest Patents

Eric's latest patents include innovative techniques for natural language processing using predictive entity scoring. This invention addresses the need for more accurate and efficient natural language solutions with greater semantic intelligence. The method involves determining an overall prevalence score for input entity data with respect to a scored document corpus and a target section. It also includes determining a qualified prevalence score for the input entity data object with respect to a high-scoring subset of the scored document corpus. Furthermore, the process utilizes an entity scoring machine learning model to generate a predicted entity score, which is characterized by multiple hyper-parameters. The invention aims to perform prediction-based actions based on the predicted entity score.

Career Highlights

Eric D. Tryon is currently employed at Optum, Inc., where he continues to develop innovative solutions in the realm of machine learning and natural language processing. His expertise in these areas has positioned him as a valuable asset to his organization.

Collaborations

Eric has collaborated with talented individuals such as Anudeep Srivatsav Appe and Veera Raghavendra Chikka. These collaborations have further enriched his work and contributed to the advancement of their shared goals in technology and innovation.

Conclusion

Eric D. Tryon is a distinguished inventor whose work in machine learning and natural language processing is paving the way for more intelligent solutions. His contributions are significant in the ongoing evolution of technology in this field.