Kashyap Maheshkumar Patel

Title: Innovations by Kashyap Maheshkumar Patel

Introduction

Kashyap Maheshkumar Patel is an accomplished inventor based in Bellevue, WA (US). He has made significant contributions to the field of software testing through his innovative patents. With a total of 2 patents, Patel's work focuses on enhancing automated software testing using advanced technologies.

Latest Patents

One of Patel's latest patents is titled "Automated software testing with reinforcement learning." This technology provides an automated software-testing platform that utilizes reinforcement learning to discover effective testing tasks. The system can perform quality testing even without prescribed paths, allowing the reinforcement-learning agent to learn which sequences of actions yield the most rewards based on observed states and rewards from the environment. In this context, the state can represent user interface features, while actions involve interactions with these elements. The testing system identifies when a desired state is achieved by comparing new states to reward criteria.

Another notable patent is "Cloud architecture for reinforcement learning." This technology offers a cloud-based reinforcement-learning architecture that enables a single model to interact with multiple live software environments. The model operates within a distributed computing environment, such as the cloud, and may utilize graphical processing units (GPUs) to enhance training. The model receives state telemetry data from various live environments, selects appropriate actions based on this data, and communicates these selections to the test agent, which facilitates the execution of actions in the software being tested. A reward is then determined for each action, allowing the model to be trained effectively.

Career Highlights

Kashyap Maheshkumar Patel is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of software testing. His work has significantly impacted the efficiency and effectiveness of automated testing processes.

Collaborations

Patel collaborates with talented individuals such as Xiaoyan Liu and Levent Ozgur, contributing to a dynamic and innovative work environment.

Conclusion

Kashyap Maheshkumar Patel's contributions to automated software testing through his patents demonstrate his expertise and commitment to innovation. His work at Microsoft Technology Licensing, LLC, along with his collaborations, positions him as a key figure in advancing software testing technologies.