Mitchell Bowden

Title: Innovations by Mitchell Bowden

Introduction

Mitchell Bowden is an accomplished inventor based in Irving, TX. He 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 his name, Bowden continues to push the boundaries of innovation.

Latest Patents

One of Bowden's latest patents focuses on Named Entity Recognition (NER) in user search queries. This technology aims to enhance real-time search engines by training a machine learning algorithm 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, allowing for the addition of further training data at each iteration. This training is based on three distinct data sets: the first is derived from user search and engagement activity, the second is artificially generated from a catalog of named entity values, and the third consists of optimized and supplemented data pairs sampled from the first data set.

Career Highlights

Bowden is currently employed at Home Depot Product Authority, LLC, where he applies his expertise in machine learning and search technologies. His work has been instrumental in developing innovative solutions that improve user experience and search accuracy.

Collaborations

Some of Bowden's notable coworkers include Xiang Cheng and Priyanka Goyal. Their collaborative efforts contribute to the advancement of technology within their organization.

Conclusion

Mitchell Bowden is a notable inventor whose work in Named Entity Recognition and machine learning continues to influence the technology landscape. His contributions at Home Depot Product Authority, LLC, along with his collaborations, highlight his commitment to innovation and excellence.