Sidharth Gulati

Title: Sidharth Gulati: Innovator in Neural Search Technology

Introduction

Sidharth Gulati is an accomplished inventor based in Mountain View, CA (US). He has made significant contributions to the field of programming-related query answering through his innovative patent. His work focuses on enhancing the efficiency and accuracy of query responses in programming contexts.

Latest Patents

Sidharth holds a patent titled "Neural search for programming-related query answering." This patent discloses systems and methods for training and performing query answering specifically for programming-related queries. During the training phase, queries and answers from a training dataset are encoded as vectors in Euclidean space. Loss values for query-answer pairs, duplicate queries, and augmented queries are determined using loss functions, which are then utilized to adjust the model of the encoder. In the operational phase, a query is received and encoded into the Euclidean space, allowing the encoded answer most proximate to the encoded query to be decoded and provided as the most relevant answer. He has 1 patent to his name.

Career Highlights

Sidharth is currently employed at Amazon Technologies, Inc., where he continues to develop innovative solutions in technology. His work at Amazon has positioned him as a key player in advancing query answering systems.

Collaborations

Sidharth collaborates with talented individuals such as Suthee Chaidaroon and Xiao Zhang. Their combined expertise contributes to the success of their projects and innovations.

Conclusion

Sidharth Gulati is a notable inventor whose work in neural search technology is paving the way for advancements in programming-related query answering. His contributions are significant in the tech industry, and his innovative spirit continues to inspire others.