Visvanathan Thothathri

Title: Innovations by Visvanathan Thothathri

Introduction

Visvanathan Thothathri is a notable inventor based in Santa Clara, CA. He has made significant contributions to the field of machine learning, holding two patents that enhance the efficiency of machine learning models. His work is instrumental in advancing technology in this rapidly evolving domain.

Latest Patents

Thothathri's latest patents focus on a machine learning model abstraction layer for runtime efficiency. The first patent describes systems and methods that involve receiving a trained machine learning model with training information removed. This model is utilized to monitor traffic inline at a node, process the traffic, obtain a verdict based on the model, and perform actions accordingly. The second patent outlines a method for training a machine learning model to identify features in monitored network traffic. It emphasizes analyzing the model to identify and remove information overhead, thereby optimizing the model for runtime use.

Career Highlights

Visvanathan Thothathri is currently employed at Zscaler, Inc., where he applies his expertise in machine learning to develop innovative solutions. His work at Zscaler has positioned him as a key player in the field, contributing to the company's mission of enhancing cybersecurity through advanced technology.

Collaborations

Thothathri collaborates with talented individuals such as Rex Shang and Dianhuan Lin. These partnerships foster a creative environment that drives innovation and leads to the development of cutting-edge technologies.

Conclusion

Visvanathan Thothathri's contributions to machine learning through his patents and work at Zscaler, Inc. highlight his role as a significant inventor in the tech industry. His innovations are paving the way for more efficient and effective machine learning applications.