Rajasekar Krishnamurthy

Title: Innovations of Rajasekar Krishnamurthy in AI Technologies

Introduction

Rajasekar Krishnamurthy is an accomplished inventor based in Campbell, California, known for his extensive contributions to the field of artificial intelligence and deep learning. With a total of 19 patents to his name, Krishnamurthy has made significant strides in enhancing the performance and quality of AI services.

Latest Patents

Two of his latest patents exemplify his innovative approach. The first, titled "Producing Explainable Rules via Deep Learning," describes a computer-implemented method that involves receiving a plurality of sentences, each associated with a specific label, and training a deep neural network (DNN) using these sentences. This process culminates in the production of a linguistic expression (LE) utilizing the trained DNN.

The second patent, "Workflow for Evaluating Quality of Artificial Intelligence (AI) Services Using Held-Out Data," outlines a method for assessing AI service quality. It involves partitioning data into in-domain and out-of-domain categories and defining held-out data for evaluation purposes. This innovative method includes determining distribution underlying performance metrics for the held-out data through bootstrap validation processing, thus ensuring reliability in AI performance assessments.

Career Highlights

Currently, Krishnamurthy is working with the International Business Machines Corporation (IBM), where he applies his expertise in AI and deep learning to develop cutting-edge technologies. His commitment to innovation is reflected in his portfolio of patents and his contributions to AI research.

Collaborations

Throughout his career, Rajasekar has collaborated with esteemed colleagues such as Shivakumar Vaithyanathan and Prithviraj Sen. These collaborations foster a dynamic environment for innovation and have led to the development of advanced AI methodologies and practices.

Conclusion

Rajasekar Krishnamurthy stands out as a prominent inventor in the realm of artificial intelligence. His pioneering work, evident through his numerous patents, showcases his dedication to improving AI technologies. As the field of AI continues to evolve, contributions from innovators like Krishnamurthy are essential in shaping the future of technology.