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The ASIC Hardware Development Engineer at Annapurna Labs is responsible for designing and optimizing hardware for data centers, focusing on machine learning and FPGA acceleration technologies. This role involves working on hardware design for acceleration cards and servers, contributing to the development of high-performance products that meet customer needs.