Surya Dwarakanath

Title: Surya Dwarakanath: Innovator in Noise Modeling Using Machine Learning

Introduction

Surya Dwarakanath is an accomplished inventor based in San Francisco, CA. She has made significant contributions to the field of machine learning, particularly in the area of noise modeling. Her innovative work has led to the development of a patent that enhances the understanding of real-world environments through advanced technology.

Latest Patents

Surya holds a patent for "Noise modeling using machine learning." This patent describes systems and techniques for Light Detection and Ranging (LiDAR) noise modeling using machine learning (ML). The method involves collecting data from sensors to create a point cloud that represents a simulation environment. Additionally, it includes generating a noise model using real-world data and a neural network, ultimately producing a noisy point cloud that accurately reflects the real-world environment. Surya has 1 patent to her name.

Career Highlights

Surya Dwarakanath is currently employed at Gm Cruise Holdings LLC, where she applies her expertise in machine learning and noise modeling. Her work is pivotal in advancing technologies that rely on accurate environmental data.

Collaborations

Surya collaborates with talented professionals such as Ashish Shrivastava and Ignacio Martin Bragado. These partnerships enhance her research and contribute to the innovative projects at Gm Cruise Holdings LLC.

Conclusion

Surya Dwarakanath is a notable inventor whose work in noise modeling using machine learning is paving the way for advancements in technology. Her contributions are significant in the field, and her collaborations further enhance the impact of her innovations.