Krishna Sankar

Title: Innovations by Krishna Sankar

Introduction

Krishna Sankar is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of artificial intelligence and resource management. With a total of 2 patents, his work focuses on optimizing multi-party services and forecasting transportation demand.

Latest Patents

Krishna's latest patents include a method and system for orchestrating multi-party services using semi-cooperative Nash equilibrium based on artificial intelligence, neural network models, reinforcement learning, and finite-state automata. This innovative approach involves distributing resources in a predetermined geographical area by retrieving metrics indicative of factors of interest related to resource operation for multiple parties. The process establishes a Nash equilibrium between the metrics in the optimization policies of the parties, taking into account real-time context data.

Another notable patent is a data-driven method and system to forecast demand for mobility units in a predetermined area based on user group preferences. This invention predicts transportation demand by estimating present mobility needs and user group preferences. It generates transportation need requests that include essential details such as time stamps, pick-up and drop-off coordinates, and venue categories.

Career Highlights

Krishna Sankar is currently employed at Volvo Car Corporation, where he applies his expertise in artificial intelligence and resource optimization. His work has been instrumental in developing innovative solutions that enhance transportation efficiency and service delivery.

Collaborations

Some of Krishna's notable coworkers include Vedad Cajic and Usha Nookala, who contribute to the collaborative environment at Volvo Car Corporation.

Conclusion

Krishna Sankar's innovative patents and contributions to the field of artificial intelligence demonstrate his commitment to advancing technology in resource management and transportation. His work continues to influence the industry and pave the way for future innovations.