Company Filing History:
Years Active: 2023-2025
Title: Innovations by Divakar Viswanathan
Introduction
Divakar Viswanathan is an accomplished inventor based in Tiruchirappalli, India. He has made significant contributions to the field of technology, particularly in machine learning and decision-making systems. With a total of three patents to his name, Viswanathan is recognized for his innovative approaches to complex computational challenges.
Latest Patents
One of his latest patents is focused on a compute platform for machine learning model roll-out. This patent outlines systems and methods that enable a service provider, such as an electronic transaction processor, to deliver intelligent decision-making through decision services that execute machine learning models. The patent details how model packages can include multiple models, each with an execution graph necessary for their execution. It addresses the challenges of non-performant compute items, such as model variables, which can lead to improper execution and decision-making. The model deployer is equipped to identify and flag these non-performant items, allowing them to be excluded from execution. Additionally, the patent emphasizes the use of a pre-production computing environment to generate execution graphs for models before their deployment or upgrading.
Career Highlights
Divakar Viswanathan is currently employed at PayPal, Inc., where he applies his expertise in machine learning and computational systems. His work at PayPal involves developing innovative solutions that enhance the efficiency and effectiveness of digital transactions. His contributions have been instrumental in advancing the company's technological capabilities.
Collaborations
Viswanathan has collaborated with notable colleagues, including Sudhindra Murthy and Vishal Sood. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge technologies.
Conclusion
Divakar Viswanathan's work exemplifies the spirit of innovation in the field of technology. His patents and contributions to machine learning demonstrate his commitment to advancing computational systems. His career at PayPal further highlights his role as a key player in the evolution of digital transaction technologies.