Swapna Sourav Rout

Title: The Innovative Mind of Swapna Sourav Rout

Introduction

Swapna Sourav Rout is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning and data analysis, holding a total of 13 patents. His work focuses on developing advanced techniques for efficient data pattern recognition and enhanced data mapping.

Latest Patents

One of his latest patents is titled "Machine learning techniques for efficient data pattern recognition across structured data objects." This invention provides methods and systems for performing predictive data analysis on structured data objects. It utilizes machine learning models to generate cross-table data similarity scores and detect anomalous table rows. Another notable patent is "Machine learning techniques for enhanced data mapping," which outlines methods for predictive data transformation operations. This invention emphasizes the importance of comparing column names and values to improve data mapping accuracy and anomaly detection.

Career Highlights

Swapna has worked with reputable companies such as Optum Technology, Inc. and Optum, Inc. His experience in these organizations has allowed him to refine his skills in machine learning and data analysis, contributing to his innovative inventions.

Collaborations

Throughout his career, Swapna has collaborated with talented individuals, including coworkers like Sruti Rallapalli and Akshaya D N. These collaborations have fostered a creative environment that has led to the development of groundbreaking technologies.

Conclusion

Swapna Sourav Rout is a visionary inventor whose work in machine learning and data analysis continues to impact the industry. His numerous patents reflect his dedication to innovation and excellence in technology.