Sneha Kudugunta

Title: Sneha Kudugunta: Innovator in Mixture-of-Experts Models

Introduction

Sneha Kudugunta is a prominent inventor based in Sunnyvale, CA. She has made significant contributions to the field of artificial intelligence, particularly in the development of systems and methods for routing within multitask mixture-of-experts models. Her innovative work has garnered attention in the tech community.

Latest Patents

Sneha holds 1 patent for her invention titled "Systems and methods for routing within multitask mixture-of-experts models." This patent describes a technology where a transformer includes at least one Mixture-of-Experts (MoE) layer in both its encoder and decoder. The encoder's MoE layer features a learned gating function that routes each token of a task to multiple selected expert feed-forward networks. Similarly, the decoder's MoE layer has a learned gating function that routes each task to several selected expert feed-forward networks.

Career Highlights

Sneha Kudugunta is currently employed at Google Inc., where she continues to push the boundaries of AI technology. Her work is instrumental in enhancing the efficiency and effectiveness of machine learning models.

Collaborations

Throughout her career, Sneha has collaborated with notable colleagues, including Yanping Huang and Dmitry Lepikhin. These partnerships have contributed to the advancement of her research and the successful implementation of her inventions.

Conclusion

Sneha Kudugunta is a trailblazer in the field of artificial intelligence, with her innovative patent on mixture-of-experts models showcasing her expertise and dedication. Her contributions are paving the way for future advancements in AI technology.