Location History:
- Webster, NY (US) (2015 - 2020)
- Rochester, NY (US) (2016 - 2021)
- Sunnyvale, CA (US) (2021)
Company Filing History:
Years Active: 2015-2021
Title: Saurabh Singh Kataria: Innovator in Memory Networks and User Search Technologies
Introduction
Saurabh Singh Kataria is a prominent inventor based in Sunnyvale, CA. He has made significant contributions to the fields of artificial intelligence and machine learning, holding a total of 13 patents. His work primarily focuses on enhancing text comprehension and user search methodologies.
Latest Patents
Among his latest patents, Kataria has developed a method and system for long-term memory networks aimed at knowledge extraction from text and publications. This innovative approach utilizes a recurrent neural network that incorporates an external memory module and a long-short term memory unit. The system encodes raw text information into vector representations, forms memories, identifies relevant sentences to answer questions, and generates multi-word answers utilizing the long-short term memory unit.
Another notable patent involves methods and systems for searching for users. This invention illustrates a process where inputs related to a user's attributes are received and ranked based on their relevance to other users. The system generates search strings from these ranked attributes, which can then be used to effectively search for the user across various search engines.
Career Highlights
Saurabh Singh Kataria has worked with several reputable companies, including Conduent Business Services and Xerox Corporation. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking technologies in his field.
Collaborations
Throughout his career, Kataria has collaborated with notable professionals such as Tong Sun and Arvind Agarwal. These partnerships have further enriched his work and expanded the impact of his inventions.
Conclusion
Saurabh Singh Kataria stands out as an influential inventor whose work in memory networks and user search technologies continues to shape the landscape of artificial intelligence. His innovative patents and career achievements reflect his dedication to advancing technology and improving user experiences.