Srujan Reddy Maram

Title: Innovations by Srujan Reddy Maram

Introduction

Srujan Reddy Maram is an accomplished inventor based in Farmington Hills, MI (US). He has made significant contributions to the field of vehicle technology, particularly in machine learning applications for automotive systems. With a total of 2 patents, his work reflects a commitment to advancing vehicle performance and safety.

Latest Patents

Srujan's latest patents include "Automatic onboard validation of a newly trained vehicle machine learning model." This innovative system allows a vehicle to validate a newly trained machine learning model while in operation. The vehicle system loads a copy of the model into shadow execution hardware, enabling background execution. It subscribes to data topics for input data gathered by the vehicle, executing the model as the vehicle travels. The system benchmarks the model's output against a prior version to determine its performance. If the new model outperforms the previous one based on predefined expectations, it is validated for deployment.

Another notable patent is "Application control in a vehicle." This invention involves a computer system that executes an application in an isolated software environment on a vehicle controller. Upon receiving a command to actuate a vehicle component, the system prevents the command from being transmitted directly to the component. Instead, it transmits the command to a designated location in memory, enhancing the control and safety of vehicle operations.

Career Highlights

Srujan Reddy Maram is currently employed at Ford Global Technologies, LLC, where he continues to innovate in the automotive sector. His work focuses on integrating advanced technologies into vehicle systems, contributing to the development of smarter and safer vehicles.

Collaborations

Srujan collaborates with talented individuals such as Abdullah Ali Husain and Anushree Nagvekar, who share his passion for innovation in vehicle technology.

Conclusion

Srujan Reddy Maram's contributions to automotive technology through his patents demonstrate his expertise and commitment to innovation. His work not only enhances vehicle performance but also sets a standard for future developments in the industry.