Shruti Subramaniyam

Title: Innovations by Shruti Subramaniyam

Introduction

Shruti Subramaniyam is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of programming-related query answering. His innovative work has led to the development of a unique patent that enhances the efficiency of query answering systems.

Latest Patents

Shruti 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 into the Euclidean space. Loss values for query-answer pairs, duplicate queries, and augmented queries are determined using loss functions, which are then used to adjust the model of the encoder. In the operation phase, a query is received and encoded into the Euclidean space. The encoded answer that is most proximate to the encoded query is decoded and provided as the most relevant answer. This innovative approach significantly improves the accuracy and relevance of programming-related query responses.

Career Highlights

Shruti Subramaniyam is currently employed at Amazon Technologies, Inc., where he continues to push the boundaries of technology and innovation. His work at Amazon has allowed him to collaborate with some of the brightest minds in the industry.

Collaborations

Some of Shruti's notable coworkers include Suthee Chaidaroon and Xiao Zhang. Their collaborative efforts contribute to the advancement of technology and innovation within their projects.

Conclusion

Shruti Subramaniyam is a notable inventor whose work in programming-related query answering has the potential to transform how queries are processed and answered. His contributions to the field are significant and reflect his dedication to innovation.