Research Assistant

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Yuan Zi

Email: ****@*******.**.*** Cell: 346-***-****

LinkedIn: https://www.linkedin.com/in/yzi/ GitHub: https://github.com/YuanZi1501040205 EDUCATION

Ph.D. in Electrical and Electronics Engineering Houston, TX, USA Dept. of Electrical and Computer Engineering, UH Aug. 2019 - Present Advisor: Prof. Zhu Han Prof. Jiefu Chen

Research Interests: Deep learning, Computer Vision, Data Processing Selected Coursework: Data structure, Machine learning, Big Data and Advanced Computer Vision, Digital Image Processing.

GPA: 3.5

Exchange Student in Exploration Geophysics St. Petersburg, Russia Dept. of Geophysics, Saint Petersburg Mining University Sep. 2018 - Jun. 2019 B.Sc. in Exploration and Technology Engineering Qingdao, China Dept. of Geophysics, China University of Petroleum(UPC) Sep. 2015 - Jun. 2018 Thesis: Velocity spectrum curve picking using deep learning Selected Coursework: Android Application Development, Programming language C, Programming language Fortran, Computational Methods, Linear Algebra, Optimization. GPA: 86/100

RESEARCH / WORK EXPERIENCE

Department of Electrical and Computer Engineering, UH Houston, TX, USA Research Assistant May. 2020 - Present

Developing a self-supervised learning model using U-Net, Residual Block Antialiasing Convolution and attention mechanism to remove Power-line noise from seismic signal.

Developing a Low-frequency seismic data mining application based on the deep learning with the collaboration of Advanced Geophysics Technology Co.

Developing a attention focus signal matching model by using the distributional robust reinforcement learning.

Computational Biomedicine Lab, UH Houston, TX, USA Research Assistant Aug. 2019 – May. 2020

Co-designed an application in the domain of image-based smart mobility---Traffic sign detection system.

Co-designed and implementing a CT screening method (based on deep learning) for the early detection of pancreatic cancer.

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Department of Electrical and Computer Engineering, UH Houston, TX, USA Teaching Assistant Aug. 2019 - Present

Grading assignments and tutoring undergraduate students for: (i) Automatic Control System (ECE 4375) (ii) Programming Application in Electrical and Computer Engineering (ECE 3331), and (iii) Circuits and Systems (ECE 3364). SKILLS

Programming Languages: Python, C, C++, Fortran, Java, Matlab. Tools Kit:Linux, Github, Docker, Pytorch.

AWARDS

2018 Chinese Government Scholarship, China Scholarship Council

2018 Mathematical Contest in Modeling Honorable Mention, Consortium for Mathematics and Its Applications

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