Shrihari Amarendra Bhat

Title: Shrihari Amarendra Bhat: Innovator in Machine Learning

Introduction

Shrihari Amarendra Bhat is a notable inventor based in Belmont, California. He has made significant contributions to the field of machine learning, particularly in the area of entity recognition. His innovative approach has the potential to enhance the efficiency of training datasets used in various applications.

Latest Patents

Shrihari holds a patent for a "System and method to generate a labeled dataset for training an entity detection system." This patent focuses on a semi-supervised machine learning technique that requires less human input compared to traditional supervised algorithms. The method begins with known entity values or patterns and identifies phrases in a training data corpus that include these values. Context-value patterns are generated to match selected phrases, and these patterns can be validated through human input. The validated patterns help identify additional entity values, which can also be validated. Ultimately, occurrences of these validated entity values are labeled in the training corpus, allowing for the extraction of sample phrases to create a reduced-size training set for supervised machine learning models.

Career Highlights

Shrihari is currently employed at Oracle International Corporation, where he continues to work on innovative solutions in machine learning. His expertise in developing systems that streamline the training process for entity recognition applications is highly regarded in the industry.

Collaborations

Shrihari collaborates with talented individuals such as Ravi Ranjan and Harendra Kumar Mishra, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Shrihari Amarendra Bhat's contributions to machine learning and entity recognition demonstrate his commitment to advancing technology. His innovative patent and work at Oracle International Corporation highlight his role as a key player in the field.