Gaurav Batra

Title: Gaurav Batra: Innovator in Product Similarity Detection and Recommendation

Introduction

Gaurav Batra is a notable inventor based in Cupertino, CA. He has made significant contributions to the field of technology, particularly in product similarity detection and recommendation systems. With a total of 2 patents, Batra's work showcases his innovative approach to solving complex problems in the digital landscape.

Latest Patents

Batra's latest patents include a method for product similarity detection and recommendation. This invention involves systems and methods that allow users to view articles and content featuring images of products that may interest them. The images are processed using advanced image processing techniques, such as computer vision, to identify the products depicted. A vector embedding model is utilized to create product vector representations, which are then compared to catalog item vector representations to identify and display similar products.

Another significant patent by Batra focuses on cross-entity categorization of heterogeneous data. This method involves constructing and utilizing seed audiences based on user event sequences. The process includes generating conversion neighborhoods, annotating them with categorical labels, and creating ranked lists of user events for each conversion rule associated with the neighborhoods.

Career Highlights

Throughout his career, Gaurav Batra has worked with prominent companies, including Yahoo Assets LLC and Yahoo Ad Tech LLC. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects that leverage technology for enhanced user experiences.

Collaborations

Batra has collaborated with talented individuals in the industry, including Chander Jayaraman Iyer and Xiao Bai. These collaborations have further enriched his work and expanded the impact of his inventions.

Conclusion

Gaurav Batra is a distinguished inventor whose work in product similarity detection and recommendation has made a significant impact in the tech industry. His innovative patents and collaborations reflect his commitment to advancing technology and improving user experiences.