Vaibhav Singh
About Vaibhav Singh
Vaibhav Singh is a Product Manager at Google Cloud TPU, known for enhancing DeepPCB, an AI-driven PCB design product, through reinforcement learning.
Title
Vaibhav Singh holds the position of Product Manager at Google Cloud TPU. In this role, he is responsible for driving product development and strategy for Google’s Tensor Processing Unit (TPU) offerings.
Google Cloud TPU Product Management
As a Product Manager for Google Cloud TPU, Vaibhav Singh oversees the strategic direction and operational management of TPUs, Google's custom-developed machine learning hardware accelerators. His responsibilities include product lifecycle management, defining product roadmaps, and aligning TPU technology with market needs.
Reinforcement Learning on Google Cloud TPUs
Vaibhav Singh has contributed significantly to the application of reinforcement learning on Google Cloud TPUs. His work has focused on enhancing DeepPCB, an AI-driven product for Printed Circuit Board (PCB) design. By leveraging the compute power of TPUs and implementing advanced reinforcement learning techniques, Singh has played a pivotal role in improving the efficiency and effectiveness of DeepPCB.
Collaboration with Google Cloud Team
In his capacity as Product Manager, Vaibhav Singh has supported and guided collaborations with various teams within Google Cloud. His efforts ensure cohesive and productive teamwork, enabling the successful integration and optimization of TPU technology within the broader Google Cloud ecosystem.