Vishnu Pandi Chellapandi

Title: Vishnu Pandi Chellapandi: Inventor in Vehicle Technology.

Introduction

Vishnu Pandi Chellapandi is an inventor based in Columbus, Indiana, and works at Cummins Inc. His patent work addresses the use of federated learning to support vehicle functions.

Latest Patents

Chellapandi is associated with 1 patent: “Federated Learning for Controls and Monitoring of Functions in Vehicular Settings.” The invention describes systems and methods for performing federated learning across multiple vehicles. A computing device maintains a machine-learning model and updates its parameters using parameters generated by models on individual vehicles. It can then send the updated parameters back to vehicles, allowing their models to be updated. This approach enables learning across vehicles while supporting controls and monitoring of vehicle functions.

Career Highlights

Chellapandi’s patent reflects work at the intersection of machine learning and vehicular systems. The disclosed method coordinates model updates between a computing device and vehicles, with the aim of improving how vehicle functions are characterized and monitored.

Collaborations

The patent lists Hoseinali Borhan and Joshua Edward Supplee among Chellapandi’s coworkers. Their shared work concerns federated learning for vehicle controls and monitoring.

Conclusion

Vishnu Pandi Chellapandi’s patent contribution focuses on applying federated learning to vehicle systems, enabling model parameters to be updated across vehicles and a computing device.