Company Filing History:
Years Active: 2020-2024
Title: Innovations by Saurabh Kataria: Pioneering Advancements in Visual and Textual Representation
Introduction
Saurabh Kataria, an accomplished inventor based in Newark, CA, has made significant contributions to the field of technology with eight patents to his name. He is currently employed at Microsoft Technology Licensing, LLC, where he leverages his expertise to develop cutting-edge solutions. His inventive journey has led to advancements in the integration of visual and textual data, particularly enhancing recommendation systems and search query functionalities.
Latest Patents
Among his latest patents, Saurabh has developed systems and methods for utilizing visual and textual aspects of images with recommendation systems. This innovation aims to generate an embedding—a learned representation of an image—by capturing its visual and textual elements. An encoder-decoder model is utilized to create the visual representation, while an optical character recognition (OCR) algorithm identifies text within the image. The final embedding, which combines both visual and textual aspects, enhances the overall functionality of recommendation systems.
Another notable patent focuses on expanding search queries. This invention provides a system that executes a search based on a term and geographic indicator, determining if search results fall below a certain threshold. By analyzing historical search logs, the system assesses the likelihood that users would expand their search criteria, thereby executing an expanded search when necessary. This innovation significantly enhances search efficiency, ensuring users receive relevant information even in diverse geographic contexts.
Career Highlights
Saurabh's career is distinguished by his commitment to innovation within Microsoft Technology Licensing, LLC. His expertise in machine learning and data processing plays a crucial role in the development of efficient algorithms. With each patent, he continues to establish himself as a thought leader in the tech industry, driving advancements that address real-world challenges.
Collaborations
Throughout his career, Saurabh has collaborated with talented colleagues, including Dhruv Arya and Ada Cheuk Ying Yu. These partnerships foster a dynamic environment for brainstorming and problem-solving, resulting in innovative solutions that push the boundaries of technology.
Conclusion
Saurabh Kataria exemplifies the spirit of innovation in technology with his substantial contributions to visual and textual representation systems. His work at Microsoft Technology Licensing, LLC, and his patents reflect a commitment to enhancing user experiences and improving technological applications. As an inventor, Saurabh continues to pave the way for future advancements in the tech industry.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.