Nigel Paul Duffy

Title: Innovations of Nigel Paul Duffy

Introduction

Nigel Paul Duffy is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of machine learning and document processing. With a total of 3 patents to his name, Duffy continues to push the boundaries of technology.

Latest Patents

One of his latest patents is titled "Machine learning based extraction of partition objects from electronic documents." This invention involves an object-extraction method that generates multiple partition objects from an electronic document. It utilizes a machine learning model to detect and display subsets of these partition objects based on user interactions. Another notable patent is "Machine learning based file ranking methods and systems." This multi-label ranking method processes signals from artificial neural networks to solve activation functions and generate loss values, enhancing the efficiency of file ranking.

Career Highlights

Duffy is currently employed at Eygs LLP, where he applies his expertise in machine learning to develop innovative solutions. His work focuses on improving the extraction and ranking of data within electronic documents, showcasing his commitment to advancing technology.

Collaborations

Throughout his career, Duffy has collaborated with talented individuals such as Vincent Poon and Ravi Kiran Reddy Palla. These partnerships have contributed to the success of his projects and the development of cutting-edge technologies.

Conclusion

Nigel Paul Duffy is a notable inventor whose work in machine learning has led to significant advancements in document processing. His patents reflect his innovative spirit and dedication to improving technology.