Peter Lee Frick

Title: Innovations of Peter Lee Frick

Introduction

Peter Lee Frick is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of machine learning and document processing. With a total of five patents to his name, Frick continues to push the boundaries of technology.

Latest Patents

Frick's latest patents include "Entity extraction with encoder decoder machine learning model." This method involves executing an encoder machine learning model on multiple token values contained in a document to create an encoder hidden state vector. A decoder machine learning model then generates raw text comprising an entity value and an entity label for each of multiple entities. The method further includes generating a structural representation of the entities directly from the raw text and outputting this representation.

Another notable patent is "Image-based document search using machine learning." This innovation provides techniques for image-based document search. It includes receiving an image of a document and using a machine learning model to generate separate embeddings of a plurality of patches of the image. The model then generates an embedding of the image based on these separate embeddings. The process also involves determining a compact embedding of the image and performing a search for relevant documents based on this compact embedding.

Career Highlights

Peter Lee Frick is currently employed at Intuit, Inc., where he applies his expertise in machine learning to develop innovative solutions. His work has significantly impacted the efficiency and effectiveness of document processing technologies.

Collaborations

Frick collaborates with talented individuals such as Tharathorn Joy Rimchala and Shir Meir Lador. Their combined efforts contribute to the advancement of their projects and the overall success of their initiatives.

Conclusion

Peter Lee Frick is a notable inventor whose work in machine learning and document processing has led to several impactful patents. His contributions continue to shape the future of technology in meaningful ways.