Rakesh Gosangi

Title: Rakesh Gosangi: Innovator in Dialogue Act Classification

Introduction

Rakesh Gosangi is a notable inventor based in Long Island City, NY (US). He has made significant contributions to the field of dialogue act classification, particularly in group chat environments. His innovative approach utilizes advanced machine learning techniques to enhance communication in digital platforms.

Latest Patents

Rakesh holds a patent for "Dialogue act classification in group chats with DAG-LSTMs." This patent outlines systems and methods for classifying a dialogue act in a chat log. Each word of the dialogue act is mapped to a word vector representation. An utterance vector representation of the dialogue act is computed based on the word vector representations. Additionally, an extra utterance vector representation of the dialogue act is computed based on the initial utterance vector representation. This additional representation is then mapped to a classification of the dialogue act. Rakesh has 1 patent to his name.

Career Highlights

Rakesh is currently employed at Bloomberg Finance L.P., where he applies his expertise in machine learning and natural language processing. His work focuses on improving communication tools and enhancing user experience in financial technology.

Collaborations

Rakesh has collaborated with talented individuals such as Ozan Irsoy and Haimin Zhang. Their combined efforts contribute to the advancement of dialogue systems and machine learning applications.

Conclusion

Rakesh Gosangi is a pioneering inventor whose work in dialogue act classification is shaping the future of communication technology. His contributions are vital in enhancing the way we interact in digital spaces.