Company Filing History:
Years Active: 2024-2025
Title: Ratul Ray - Innovator in Search Systems and Machine Learning
Introduction
Ratul Ray is a prominent inventor based in Santa Clara, CA (US). He has made significant contributions to the fields of search systems and machine learning, holding a total of 3 patents. His work focuses on enhancing user experience through innovative technology solutions.
Latest Patents
Ratul Ray's latest patents include a system for search based on user relevance and revenue generation. This invention involves a method for determining a list of recommended items in response to user queries. The system generates an ordered relevance list and calculates reward values based on relevance scores and revenue values. Another notable patent is the deep machine learning content item ranker. This invention ranks content items for presentation to users by generating ranking scores based on interaction probabilities derived from a deep machine learning model.
Career Highlights
Ratul Ray is currently employed at Roku, Inc., where he continues to innovate and develop advanced technologies. His work has significantly impacted the way users interact with content and search systems.
Collaborations
Ratul collaborates with talented individuals such as Srimaruti Manoj Nimmagadda and Nitish Aggarwal, contributing to a dynamic and innovative work environment.
Conclusion
Ratul Ray is a distinguished inventor whose work in search systems and machine learning is shaping the future of technology. His patents reflect a commitment to improving user experience through innovative solutions.