David Armbrust

Title: Innovations by David Armbrust

Introduction

David Armbrust is an accomplished inventor based in Glen Ellyn, IL (US). He has made significant contributions to the field of machine learning and search technology. His innovative approach has led to the development of a unique patent that enhances the efficiency of search engines.

Latest Patents

David Armbrust holds a patent for "Search analysis and retrieval via machine learning embeddings." This patent outlines various methods and systems for retrieving relevant items based on user queries. The invention utilizes a search engine machine learning model to generate predictions for query inputs. It involves generating query input embeddings and performing a k-Nearest-Neighbor (KNN) search to produce initial search results. Additionally, the patent describes performing N hops within a semantic graph to generate related search results, enhancing the overall search experience.

Career Highlights

David Armbrust is currently employed at UnitedHealth Group Incorporated, where he applies his expertise in machine learning and search technologies. His work focuses on improving the efficiency and accuracy of search engines, which is crucial in today's data-driven world.

Collaborations

David has collaborated with notable colleagues, including Laura D Hamilton and Vinit Garg. These partnerships have contributed to the advancement of innovative solutions in the field of search technology.

Conclusion

David Armbrust's contributions to machine learning and search technology are noteworthy. His patent reflects a commitment to enhancing user experience through innovative solutions. His work at UnitedHealth Group Incorporated continues to influence the industry positively.