Karun Dhingra

Title: Innovations by Karun Dhingra

Introduction

Karun Dhingra is an accomplished inventor based in Bentonville, AR (US). He has made significant contributions to the field of technology, particularly in the area of text identification systems. His innovative work has led to the development of a patent that enhances the understanding of short texts in various applications.

Latest Patents

Karun Dhingra holds a patent for "Systems and methods for short text identification." This patent describes a system capable of determining multiple topics and a representative noun for each topic within a data repository. The system utilizes a co-occurrence matrix for training words stored in a corpus and creates word vector embeddings to relate these words in an n-dimensional vector space. Additionally, it identifies word tokens in short texts and generates sentence vectors based on these word vectors. The clustering of sentence vectors allows the system to identify predominant topics within the documents.

Career Highlights

Karun Dhingra is currently employed at Walmart Apollo, LLC, where he applies his expertise in developing innovative solutions. His work focuses on enhancing data processing and text analysis, contributing to the efficiency and effectiveness of information retrieval systems.

Collaborations

Throughout his career, Karun has collaborated with talented individuals such as Xiaohu Lei and Yunus Kamal. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Karun Dhingra's contributions to the field of short text identification exemplify the impact of innovation in technology. His patent and work at Walmart Apollo, LLC highlight his commitment to advancing data processing methodologies.