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Miao Miao is an accomplished research scientist specializing in industrial edge solutions, currently employed at Siemens since June 2021. Miao has previously served as a data scientist at National Oilwell Varco from May 2018 to June 2021, where significant contributions included developing data-driven prognostic models and vibration signal processing modules. Miao's experience extends to various roles, including a teaching assistant and research assistant at the University of Illinois at Chicago, where advancements were made in signal processing and intelligent fault diagnosis for engineering applications. Educational qualifications include a PhD in Industrial Engineering from the University of Illinois Chicago, a Master’s degree in Mechanical Engineering from Purdue University, and a Bachelor’s degree in Mechanical Engineering, Vehicle Engineering from the University of Science and Technology Beijing.