Abhishek Sharma

Title: Abhishek Sharma: Innovator in Natural Language Processing

Introduction

Abhishek Sharma is a notable inventor based in Fremont, CA, who has made significant contributions to the field of natural language processing. With a focus on enhancing machine learning models, he has been instrumental in developing innovative solutions that improve the accuracy and efficiency of conversational systems.

Latest Patents

Abhishek Sharma holds 2 patents that showcase his expertise in the domain. His latest patents include:

1. **Multi-lingual intent model with out-of-domain detection** - This method involves receiving input at an interactive conversation service that utilizes an intent classification model. It generates output vectors corresponding to the input and determines whether the input is in-domain or out-of-domain based on specific metrics.

2. **Generation of training data for machine learning based models for named entity recognition for natural language processing** - This system performs named entity recognition by using context information during model training and execution. It generates high-quality contextual data for training NER models and utilizes heuristics to determine the appropriate model to use.

Career Highlights

Abhishek Sharma is currently employed at Salesforce, Inc., where he continues to innovate and contribute to advancements in natural language processing technologies. His work has been pivotal in developing systems that enhance user interactions through improved understanding of intent and context.

Collaborations

Abhishek has collaborated with talented individuals such as Jingyuan Liu and Suhail Sanjiv Barot, further enriching his work environment and fostering innovation.

Conclusion

Abhishek Sharma's contributions to natural language processing through his patents and work at Salesforce, Inc. highlight his role as a leading inventor in the field. His innovative approaches continue to shape the future of conversational technologies.