Sangammohan Harimohan Singh

Title: Innovations by Sangammohan Harimohan Singh

Introduction

Sangammohan Harimohan Singh is an accomplished inventor based in San Ramon, CA. He has made significant contributions to the field of machine learning and information retrieval. With a total of 2 patents, his work focuses on enhancing the accuracy of existing technologies.

Latest Patents

One of his latest patents is titled "Model for textual and numerical information retrieval in documents." This innovation improves the accuracy of machine learning models by predicting the type of data that numerical characters and natural language word characters correspond to within a document. For example, it can help Question Answering systems determine that a specific number represents a date, billing amount, or page number.

Another notable patent is "Document distinguishing based on page sequence learning." This invention enhances the accuracy of machine learning models by estimating whether a particular page belongs to the same document as another page or a different one. It derives relationship information between feature vectors representing the pages, thereby improving user experience and model building.

Career Highlights

Sangammohan currently works at Bill Operations, LLC, where he applies his expertise in machine learning and information retrieval. His innovative approaches have contributed to advancements in the field, making significant impacts on technology and user experience.

Collaborations

Some of his notable coworkers include Xin Geng Kelly and Derek Chan. Their collaborative efforts have furthered the development of innovative solutions in their respective areas.

Conclusion

Sangammohan Harimohan Singh is a prominent inventor whose work in machine learning and information retrieval has led to valuable patents. His contributions continue to shape the future of technology and improve user experiences.