Anirudh Som

Title: Anirudh Som: Innovator in Federated Learning Systems

Introduction

Anirudh Som is a notable inventor based in Tucson, AZ (US). He has made significant contributions to the field of machine learning, particularly in the area of federated learning systems. His innovative approach focuses on maintaining patient privacy while training machine learning algorithms.

Latest Patents

Anirudh Som holds a patent for a "Federated learning system for training machine learning algorithms and maintaining patient privacy." This method involves using a federated learning classifier in digital pathology. It includes distributing a global model from a centralized server to multiple client devices. These client devices train the global model using various images of a specimen and corresponding annotations to generate further trained models. The client devices then send these models back to the centralized server, which aggregates them with the global model to create an updated version. This updated global model is subsequently redistributed to the client devices.

Career Highlights

Anirudh Som is currently employed at Ventana Medical Systems, Inc., where he applies his expertise in machine learning and digital pathology. His work is instrumental in advancing technologies that enhance patient care and privacy.

Collaborations

Anirudh collaborates with talented coworkers, including Faranak Aghaei and Nidhin Murari, who contribute to the innovative projects at Ventana Medical Systems, Inc.

Conclusion

Anirudh Som's work in federated learning systems exemplifies the intersection of technology and healthcare. His contributions are paving the way for advancements that prioritize patient privacy while leveraging the power of machine learning.