Mridul Gupta

Title: Mridul Gupta: Innovator in Natural Language Processing

Introduction

Mridul Gupta is a prominent inventor based in San Mateo, CA (US). He has made significant contributions to the field of natural language processing (NLP) through his innovative patents. With a total of 2 patents, Mridul is recognized for his work in enhancing machine learning models for various applications.

Latest Patents

Mridul Gupta's latest patents include "Generation of training data for machine learning based models for named entity recognition for natural language processing." This system performs named entity recognition, utilizing context information to improve the accuracy of predictions. It generates high-quality contextual data for training named entity recognition (NER) models and employs heuristics to determine the appropriate model to use based on context.

Another notable patent is "Intelligent training set augmentation for natural language processing tasks." This innovative system programmatically generates additional utterances for training sets, enhancing the quality of task models without the need for manual labeling. By identifying specific textual units and generating variants, the system improves the overall performance of NLP tasks.

Career Highlights

Mridul Gupta is currently employed at Salesforce, Inc., where he continues to develop cutting-edge solutions in the realm of natural language processing. His work has significantly impacted the efficiency and effectiveness of NLP applications.

Collaborations

Mridul collaborates with talented individuals such as Shiva Kumar Pentyala and Ankit Chadha, contributing to a dynamic and innovative work environment.

Conclusion

Mridul Gupta's contributions to natural language processing through his patents demonstrate his commitment to advancing technology in this field. His innovative approaches to training data generation and model augmentation are paving the way for more effective NLP applications.