Company Filing History:
Years Active: 2016-2023
Title: Innovations by Sankaranarayanan Ananthakrishnan
Introduction
Sankaranarayanan Ananthakrishnan is a notable inventor based in Belmont, MA (US). He has made significant contributions to the field of spoken language understanding and natural language processing. With a total of five patents to his name, his work continues to influence advancements in machine learning technologies.
Latest Patents
Ananthakrishnan's latest patents include innovative techniques for spoken language understanding models. These techniques utilize a federated learning framework to update machine learning models for SLU systems. The system intelligently determines which labeled data is necessary for model updates based on undesired responses to inputs. It identifies users to solicit labeled data from and sends requests to user devices to generate this data. Additionally, he has developed methods for natural language understanding processing. This involves processing user input text data with finite state transducers (FST) to generate hypotheses, while also employing statistical models for intent classification and named entity recognition.
Career Highlights
Sankaranarayanan Ananthakrishnan is currently employed at Amazon Technologies, Inc. His work at Amazon has positioned him as a key player in the development of advanced language processing systems. His innovative approaches have garnered attention and recognition within the tech community.
Collaborations
Ananthakrishnan collaborates with talented individuals such as Rahul Gupta and Chengwei Su. Their combined expertise contributes to the success of their projects and the advancement of technology in their field.
Conclusion
Sankaranarayanan Ananthakrishnan's contributions to spoken language understanding and natural language processing exemplify the impact of innovation in technology. His patents reflect a commitment to enhancing machine learning systems, making significant strides in the 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.