Vamshidhar Dantu Krishnamurthy

Title: Vamshidhar Dantu Krishnamurthy: Cloud-Based Machine Learning Innovation.

Introduction

Vamshidhar Dantu Krishnamurthy is an inventor based in San Jose, California. His work includes a patent for securely hosting and experimenting with multiple machine learning models in a cloud provider network. He is associated with Amazon Technologies, Inc.

Latest Patents

Krishnamurthy is named on 1 patent, titled “Secure Multi-Model Hosting and Experimentation in a Cloud Provider Network.” The invention describes receiving a request to perform an action involving one of several machine learning models and consistently assigning the user to an experiment experience. A data plane component can then send a model request with a path value corresponding to that experience. The request is securely routed through a private connectivity endpoint into a separate virtual private cloud, without passing over the public internet, and path-based routing directs it to the model that provides the selected experience.

Career Highlights

His patented work addresses secure connectivity, model selection, and experimentation in cloud environments. The approach enables multiple machine learning models to serve distinct experiment experiences while keeping requests on private network paths.

Collaborations

Karthik Ravindra Rao and Sai Srinivas Somarouthu are identified as Krishnamurthy’s coworkers.

Conclusion

Vamshidhar Dantu Krishnamurthy’s patent presents a cloud-based method for securely routing users to machine learning models during experimentation.