Monik Raj Behera

Title: Monik Raj Behera: Innovator in Federated Learning

Introduction

Monik Raj Behera is a prominent inventor based in Odisha, India. She has made significant contributions to the field of machine learning, particularly in the area of federated learning. Her innovative approach has garnered attention in the tech community, showcasing her expertise and dedication to advancing technology.

Latest Patents

Monik holds a patent titled "Systems and methods for federated learning using distributed messaging with entitlements for anonymous computation and secure delivery of model." This patent outlines a method that includes an aggregator node in a distributed computer network. The process involves generating an aggregator node public/private key pair, communicating the public key to participant nodes, and receiving encrypted messages from each participant node. The method further details how local machine learning models are aggregated and securely delivered to enhance collaborative learning while maintaining privacy.

Career Highlights

Monik is currently employed at JPMorgan Chase Bank, N.A., where she applies her skills in machine learning and data security. Her work at the bank allows her to contribute to innovative financial solutions that leverage advanced technology. Monik's career reflects her commitment to pushing the boundaries of what is possible in her field.

Collaborations

Monik has collaborated with notable colleagues, including Sudhir Upadhyay and Rob Otter. These partnerships have enabled her to work on cutting-edge projects that further enhance her contributions to the field of technology.

Conclusion

Monik Raj Behera is a trailblazer in the realm of federated learning, with a patent that exemplifies her innovative spirit. Her work at JPMorgan Chase Bank and collaborations with esteemed colleagues highlight her impact on the technology landscape. Monik's contributions are paving the way for future advancements in machine learning and data security.