Regina M Joy

Title: Innovations of Regina M Joy

Introduction

Regina M Joy is an accomplished inventor based in Los Altos, California. She has made significant contributions to the field of programming-related query answering. Her innovative work has led to the development of a unique patent that enhances the efficiency of query processing in programming.

Latest Patents

Regina holds a patent titled "Neural search for programming-related query answering." This patent describes 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 used to adjust the model of the encoder. In the operational 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. Regina's innovative approach has the potential to significantly improve the way programming queries are handled.

Career Highlights

Regina is currently employed at Amazon Technologies, Inc., where she continues to push the boundaries of technology and innovation. Her work at Amazon has allowed her to collaborate with some of the brightest minds in the industry.

Collaborations

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

Conclusion

Regina M Joy is a pioneering inventor whose work in programming-related query answering showcases her expertise and innovative spirit. Her contributions to the field are invaluable and continue to influence the way technology evolves.