Anand Mohan

Title: Innovations of Anand Mohan in Machine Learning

Introduction

Anand Mohan is a prominent inventor based in Hyderabad, India. He has made significant contributions to the field of machine learning, particularly in the development of innovative neural network models. His work focuses on enhancing the efficiency and effectiveness of machine learning systems.

Latest Patents

Anand Mohan holds a patent for "Continuous learning for machine learning models." This invention involves a first neural network (NN) model that generates labels for training a second NN model. The second NN model operates on multiple different devices, such as decentralized user and edge devices. The system utilizes a 'teacher' model to process data received from these devices, generating a labeled dataset. This labeled dataset is then used by a “student” model to calculate gradient data for updating the student model. The student model may be similar to the NN model instances operating on the devices. The system also validates the updated student model to ensure improved performance when processing both newly received and historical data. Finally, the validated update is distributed to the devices. Anand Mohan has 1 patent to his name.

Career Highlights

Anand Mohan is currently employed at Amazon Technologies, Inc., where he continues to innovate and develop advanced machine learning solutions. His work at Amazon has allowed him to collaborate with leading experts in the field and contribute to cutting-edge projects.

Collaborations

Anand has worked closely with his coworker, Ariya Rastrow, on various projects that aim to push the boundaries of machine learning technology. Their collaboration has resulted in significant advancements in the field.

Conclusion

Anand Mohan's contributions to machine learning through his innovative patent demonstrate his commitment to advancing technology. His work at Amazon Technologies, Inc. continues to influence the development of efficient machine learning models.