Company Filing History:
Years Active: 2021-2023
Title: Pratik Sarkar: Innovator in Recommendation Systems
Introduction
Pratik Sarkar is a notable inventor based in Irving, TX (US). He has made significant contributions to the field of recommendation systems, holding a total of 3 patents. His work focuses on enhancing the efficiency and accuracy of models that generate recommendations.
Latest Patents
One of Pratik Sarkar's latest patents is titled "Systems and methods for evaluating models that generate recommendations." This invention involves a device that receives content data, a first model, and a second model. The first model is trained on different types of metadata than the second model. The content data includes a first identifier of a first content item and a first set of metadata associated with that item. The device processes the first set of metadata to generate first recommendations from the first model and second recommendations from the second model. It then provides the first identifier along with a combination of the first and second recommendations to client devices. The device also receives user-generated target recommendations from these client devices based on the combination. Furthermore, it processes the user-generated target recommendations, the first recommendations, and the second recommendations to provide feedback for updating both models.
Career Highlights
Pratik Sarkar is currently employed at Verizon Patent and Licensing Inc., where he continues to innovate in the realm of technology and recommendations. His work has been instrumental in developing systems that improve user experience through personalized recommendations.
Collaborations
Pratik collaborates with talented individuals such as Haripriya Srinivasaraghavan and Rajeshwar Makam, contributing to a dynamic and innovative work environment.
Conclusion
Pratik Sarkar's contributions to the field of recommendation systems exemplify his dedication to innovation and technology. His patents reflect a deep understanding of user needs and the importance of effective data processing.