Priyanka Goyal

Title: The Innovative Mind of Priyanka Goyal

Introduction

Priyanka Goyal is a talented inventor based in Atlanta, GA (US). She has made significant contributions to the field of technology, particularly in the area of machine learning and search engine optimization. With a total of 2 patents to her name, Priyanka is recognized for her innovative approaches to complex problems.

Latest Patents

Priyanka's latest patents focus on Named Entity Recognition (NER) in user search queries. This technology aims to enhance real-time search engines by training machine learning algorithms to create a trained model. The model is designed to receive user search queries as input and recognize zero or more named entities within those queries. The training process is iterative, incorporating additional training data at each iteration. It utilizes three distinct training data sets: the first is based on user search and engagement activity, the second is artificially generated from a catalog of named entity values, and the third consists of optimized data pairs sampled from the first data set.

Career Highlights

Priyanka currently works at Home Depot Product Authority, LLC, where she applies her expertise in machine learning and search technologies. Her work has been instrumental in developing innovative solutions that improve user experience and search accuracy.

Collaborations

Priyanka collaborates with talented individuals such as Xiang Cheng and Mitchell Bowden. Together, they work on advancing technologies that push the boundaries of what is possible in the field of search engines and machine learning.

Conclusion

Priyanka Goyal is a remarkable inventor whose work in Named Entity Recognition and machine learning is paving the way for future innovations in search technology. Her contributions are not only valuable to her company but also to the broader tech community.