Company Filing History:
Years Active: 2024-2025
Title: Shubham Mehrotra: Innovator in Multi-lingual Intent Models
Introduction
Shubham Mehrotra is a notable inventor based in Santa Clara, CA. He has made significant contributions to the field of interactive conversation services through his innovative patent. His work focuses on enhancing the understanding of user intent in multi-lingual contexts.
Latest Patents
Shubham holds a patent for a "Multi-lingual intent model with out-of-domain detection." This method involves receiving input at an interactive conversation service that utilizes an intent classification model. The process includes generating output vectors using an encoder model, which determines metrics related to intent classifications. Additionally, it employs an outlier detection model to ascertain whether the input is in-domain or out-of-domain based on specific thresholds. The intent classification model then outputs vectors indicating the metrics or an indication that the input is out-of-domain.
Career Highlights
Shubham is currently employed at Salesforce, Inc., where he applies his expertise in developing advanced conversational AI technologies. His innovative approach has positioned him as a key player in the field of intent classification and user interaction.
Collaborations
Shubham collaborates with talented individuals such as Shilpa Bhagavath and Abhishek Sharma, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Shubham Mehrotra's contributions to the field of multi-lingual intent models demonstrate his commitment to advancing technology in interactive conversation services. His innovative patent and collaborative efforts at Salesforce, Inc. highlight his role as a significant inventor in this domain.