Balaji Rishi Sundarajan

Title: Innovations of Balaji Rishi Sundarajan

Introduction

Balaji Rishi Sundarajan is an accomplished inventor based in Hyderabad, Telangana, India. He has made significant contributions to the field of technology, particularly in machine learning and asset assessment. With a total of three patents to his name, Sundarajan's work reflects a deep understanding of data transitions and their implications in various applications.

Latest Patents

One of Sundarajan's latest patents is titled "System and method to capture data transitions and select optimal data intensive machine learning model." This innovative system involves a computer-implemented method for capturing data transitions and selecting machine learning models. It includes providing a machine learning model trained with a previous training data set, receiving a new data set, and comparing the two to identify changes in attributes. The system generates future possible data state transitions and creates an implication tree based on the current data state. Performance metrics are clustered, and a machine learning model is selected based on its reachability score.

Another notable patent is "Asset assessment via graphical encoding of liability." This invention identifies various liability factors impacting an asset's total liability. Each factor is graphically encoded into a liability image, and a risk score is determined by analyzing historical correlations between these factors using image recognition techniques. This innovative approach enhances the assessment of asset risks.

Career Highlights

Sundarajan has worked with prestigious organizations, including the International Business Machines Corporation (IBM). His experience at IBM has allowed him to develop and refine his skills in technology and innovation. His work has contributed to advancements in machine learning and asset management.

Collaborations

Throughout his career, Sundarajan has collaborated with talented individuals such as Sharath C Athrey and Mohan Nagraj Dani. These collaborations have fostered a creative environment that has led to the development of groundbreaking technologies.

Conclusion

Balaji Rishi Sundarajan is a notable inventor whose work in machine learning and asset assessment has made a significant impact in the technology sector. His innovative patents and collaborations reflect his commitment to advancing technology and improving data management practices.