Company Filing History:
Years Active: 2022-2025
Title: Innovations of Jonggun Park
Introduction
Jonggun Park is an accomplished inventor based in Santa Clara, CA. He has made significant contributions to the field of natural language understanding (NLU) through his innovative patents. With a total of three patents to his name, Park continues to push the boundaries of technology and artificial intelligence.
Latest Patents
One of Jonggun Park's latest patents is a "Concept system for a natural language understanding (NLU) framework." This framework includes a concept system that performs concept matching of user utterances. The concept system generates a concept cluster model from sample utterances of an intent-entity model and trains a machine learning (ML) concept model based on this cluster. Once trained, the concept model receives semantic vectors representing potential concepts extracted from utterances and provides concept indicators to an ensemble scoring system. These indicators include indications of which concepts matched the potential concepts, which intents are related to these concepts, and concept-relationship scores indicating the strength and uniqueness of the relationship between each concept-intent combination.
Another notable patent is the "Operational modeling and optimization system for a natural language understanding (NLU) framework." This system enhances understanding and explainability within the NLU framework. It includes a configuration vector that stores settings of various components applied during NLU inference of an utterance. By systematically disabling and adjusting numerical parameters of the components, the modeling and optimization system determines relationships and the relative importance of these components. It automatically optimizes configurations for the NLU framework to accommodate various performance and resource constraints.
Career Highlights
Jonggun Park is currently employed at ServiceNow, Inc., where he applies his expertise in natural language processing and machine learning. His work focuses on developing advanced NLU frameworks that improve user interaction and understanding.
Collaborations
Throughout his career, Park has collaborated with talented individuals such as Edwin Vito Sapugay and Sathwik Tejaswi Madhusudhan. These collaborations have contributed to the success of his projects and innovations.
Conclusion
Jonggun Park is a prominent inventor whose work in natural language understanding has led to significant advancements in the field. His innovative patents and contributions continue to shape the future of technology and artificial intelligence.