Sourav Kumar Agarwal

Title: Innovations by Sourav Kumar Agarwal

Introduction

Sourav Kumar Agarwal is an accomplished inventor based in Hyderabad, India. He has made significant contributions to the field of technology, particularly in predictive systems and machine learning. With a total of 2 patents, his work showcases innovative approaches to complex problems.

Latest Patents

Sourav's latest patents include "Triggering a service mitigation action based on a causal-predictive system." This patent describes techniques for predicting future defects and triggering mitigation actions. The system generates inputs based on geographical data and determines outputs that predict past defects, allowing for proactive measures to prevent future issues. Another notable patent is "Address normalization using deep learning and address feature vectors." This invention involves a machine learning system that normalizes free-form addresses into a structured hierarchy. By utilizing deep learning networks, the system processes address tokens to optimize their representation and classification.

Career Highlights

Sourav Kumar Agarwal is currently employed at Amazon Technologies, Inc., where he applies his expertise in technology and innovation. His work at Amazon has allowed him to explore advanced methodologies in predictive modeling and machine learning.

Collaborations

Sourav has collaborated with notable colleagues, including Satyam Saxena and Alok Chandra. These collaborations have contributed to the development of innovative solutions in their respective fields.

Conclusion

Sourav Kumar Agarwal's contributions to technology through his patents and work at Amazon Technologies, Inc. highlight his role as a leading inventor in the industry. His innovative approaches to predictive systems and machine learning continue to influence advancements in technology.