Yuwei Qin

• A results-driven professional with strong can-do attitude to deliver results in cross-disciplinary environments, and passionate about storytelling with track record of presenting at top-tier academic and industrial conferences. • A highly skilled ML/DL expert with expertise in fusing multi-modal sensor signals (time series and images) and adept at modern ML models with a focus on CNN, temporal models and transformers. • Extensive knowledge of mainstream ML accelerators and architecture (GPU/NPU) and software-hardware co-design (quantization, NAS) for efficient edge inference of large ML models with heavy MAC workloads. • Hands-on experience in ASIC design, chip tape-out, test-bench design, testing flow, and chip performance measurements.