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1. Collaborate with HW team and system architectures to develop innovative Machine Learning Chip to extend the state of the art in deep learning performance and efficiency
2. Analyze and prototype key deep learning and data analytics algorithms and applications
3. Understand and analyze the interplay of hardware and software architectures on future algorithms and applications
4. Propose the direction of SW stack for machine learning, collaborating with architect, design and product teams