Komal Arvind Dhuri

Title: Komal Arvind Dhuri: Innovator in Machine Learning Technologies

Introduction

Komal Arvind Dhuri is a notable inventor based in San Jose, CA (US). He has made significant contributions to the field of machine learning, particularly in the areas of conversational data augmentation and user intent prediction. With a total of 2 patents, Dhuri is recognized for his innovative approaches to enhancing machine learning models.

Latest Patents

Dhuri's latest patents include a method for automatically augmenting and labeling conversational data for training machine learning models. This method involves generating training data for an intent classification model by determining paraphrases for training phrases and generating labeled data from unlabeled live logs. The process ensures that the training data is comprehensive and effective for model training. Another significant patent focuses on systems and methods for proactively predicting user intents in personal agents. This system utilizes user intent data and contextual information to predict future user actions, enhancing the interaction experience with network-enabled tools.

Career Highlights

Komal Arvind Dhuri currently works at Walmart Apollo, LLC, where he applies his expertise in machine learning to develop innovative solutions. His work is instrumental in advancing the capabilities of personal agents and improving user interactions through predictive technologies.

Collaborations

Dhuri collaborates with talented professionals in his field, including Deepa Mohan and Shankara Bhargava Subramanya. These collaborations foster a creative environment that drives innovation and enhances the development of cutting-edge technologies.

Conclusion

Komal Arvind Dhuri is a pioneering inventor whose work in machine learning is shaping the future of technology. His contributions through patents and collaborations highlight his commitment to innovation and excellence in the field.