Srivatsan Santhanam

Title: Innovations of Srivatsan Santhanam

Introduction

Srivatsan Santhanam is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning and computational systems. With a total of 6 patents, his work focuses on enhancing the functionality and explainability of machine learning applications.

Latest Patents

One of his latest patents is a "User acceptance test system for machine learning systems." This invention outlines methods, systems, and computer-readable storage media for receiving inference requests by a machine learning application executing within a cloud platform. The process includes transmitting inference data to a user acceptance test (UAT) system, retrieving a first machine learning model, and providing an inference based on the data. The model transitions from an inactive to an active state for production use.

Another notable patent is the "Explanation of computation result using challenge function." This framework provides detailed explanations regarding specific aspects of complex calculations produced by applications. An explainability engine processes requests for explanations, traverses data clusters, and produces a final path to select and populate templates with explanation notes. The outcome is processed with a ruleset to provide detailed feedback to users.

Career Highlights

Throughout his career, Srivatsan has worked with notable companies such as SAP SE and SAP AG. His experience in these organizations has allowed him to develop innovative solutions that address complex challenges in machine learning and data analysis.

Collaborations

Some of his coworkers include Atreya Biswas and Aurobinda Pradhan. Their collaboration has contributed to the advancement of projects in the field of machine learning and computational systems.

Conclusion

Srivatsan Santhanam's contributions to machine learning and computational systems are noteworthy. His innovative patents and career achievements reflect his dedication to advancing technology in meaningful ways.