Aansh Shah

Title: Aansh Shah: Innovator in Federated Learning for Audio Processing

Introduction

Aansh Shah is a notable inventor based in Cambridge, MA (US). He has made significant contributions to the field of machine learning, particularly in audio processing. His innovative approach to federated learning has the potential to enhance the way audio data is processed and utilized.

Latest Patents

Aansh Shah holds a patent for a system that performs federated learning and retraining of a machine learning model used for processing audio detected by a user device. This system utilizes both gradient data, which may correspond to false-rejects, and audio data, which may correspond to false-positives received from devices. Additionally, the system employs a teacher model to produce labels for data in an automated fashion, allowing for unsupervised retraining.

Career Highlights

Aansh Shah is currently employed at Amazon Technologies, Inc., where he continues to develop innovative solutions in technology. His work focuses on improving machine learning models and their applications in real-world scenarios.

Collaborations

Some of Aansh's coworkers include Andrew Morris Werchniak and Ilya Sokolov, who contribute to the collaborative environment at Amazon Technologies, Inc. Their combined expertise fosters innovation and drives advancements in technology.

Conclusion

Aansh Shah is a pioneering inventor whose work in federated learning for audio processing showcases his commitment to advancing technology. His contributions are shaping the future of machine learning applications.