Nikhil Goel

Title: Nikhil Goel: Innovator in Dialogue Intent Analysis

Introduction

Nikhil Goel is a prominent inventor based in Delhi, India. He has made significant contributions to the field of dialogue systems through his innovative patent. His work focuses on enhancing user-agent interactions by improving the understanding of conversational intents.

Latest Patents

Nikhil Goel holds a patent titled "Modeling end to end dialogues using intent oriented decoding." This invention introduces a dialogue intent analyzer that utilizes conversations between users and agents to predict a set of answers that effectively respond to pending user questions. The dialogue intent analyzer captures and models prior conversations and intents, allowing it to understand the context surrounding the user's inquiries. Additionally, it reduces generic responses by weighting previously used answers based on their frequency and length. The invention also enhances the diversity of predicted answers through a diverse beam search approach.

Career Highlights

Nikhil is currently employed at Sprinklr, Inc., where he continues to develop innovative solutions in dialogue systems. His work has positioned him as a key player in the field, contributing to advancements that improve user experience in digital interactions.

Collaborations

Nikhil collaborates with talented individuals such as Anand Kumar Singh and Pavitar Singh, who contribute to the innovative environment at Sprinklr, Inc. Their teamwork fosters creativity and drives the development of cutting-edge technologies.

Conclusion

Nikhil Goel's contributions to dialogue intent analysis demonstrate his commitment to enhancing user-agent interactions. His innovative patent and collaborative efforts position him as a significant figure in the field of technology.