Company Filing History:
Years Active: 2019-2025
Title: Anantharaman Ravi: Innovator in Machine Learning and Message Flow Reconstruction
Introduction
Anantharaman Ravi is a notable inventor based in Singapore, SG. He has made significant contributions to the fields of machine learning and message flow reconstruction. With a total of 3 patents to his name, Ravi continues to push the boundaries of technology and innovation.
Latest Patents
Ravi's latest patents include "Dynamic calibration of confidence-accuracy mappings in entity matching models." This patent outlines methods, systems, and computer-readable storage media for receiving a first set of predictions generated by a machine learning model during execution of a training pipeline. The process involves determining confidence bins based on the predictions' confidences and applying regression models to establish confidence-to-accuracy relationships. Another significant patent is "Reconstructing message flows based on hash values." This invention details a method for determining a hash value based on a message's payload, which is then used to reconstruct message flow instances by associating events from different systems.
Career Highlights
Anantharaman Ravi is currently employed at SAP SE, where he applies his expertise in machine learning and data processing. His work focuses on enhancing the accuracy and reliability of predictive models and improving message flow monitoring systems.
Collaborations
Ravi collaborates with talented professionals such as Joy Bhattacharjee and Mohsin Soudagar. Their combined efforts contribute to innovative solutions in their respective fields.
Conclusion
Anantharaman Ravi is a distinguished inventor whose work in machine learning and message flow reconstruction has garnered attention in the tech industry. His patents reflect a commitment to advancing technology and improving system efficiencies.