Experience

EDUCATION

• Ph.D. in Computer Engineering, University of Oxford, 2021 - 2025 (expected)
• M.S. in Computer Engineering, Northwestern University, 2019 - 2021
• B.E. in Electrical Engineering, Zhejiang University, 2015 - 2019

RESEARCH AND INTERNSHIP

• Postgraduate researcher Sept.2021 - Present
  • Oxford e-Research Centre, University of Oxford, Oxford, England, UK
  • Use Python, PyQt5, and visualization methods to develop a quality assurance tool for machine learning model testing.
• Visiting Researcher Nov.2023 - Jun.2024
  • Inetum, Madrid, Spain
  • Implement new visual design and model testing for text classification tasks at FabLab.
• Graduate Research Assistant Sept.2020 - Aug.2021
  • Design Automation of Intelligent Systems Lab, Northwestern University, Evanston, IL, USA
  • Project Name: DSRC &V2X in Connected and Automated Vehicles
  • Use machine learning to predict the behavior between autonomous vehicles and improve efficiency in traffic.
• Visiting Research Assistant Jun. - Sept.2020
  • Information Science Institute, University of Southern California, Los Angeles, CA, USA
  • Project Name: Improve and Extend the CIFT Software Application on FPGA Platform
  • Assisted in adding support for tracking and reporting device coverage information on CIFT.
• Graduate Research Assistant Oct.2019 - Jun.2020
  • Northwestern-Argonne Institute of Science and Engineering, Chicago, IL, USA
  • Research Topic: Next-Generation Approach to Quantifying and Characterizing Land Use Change
  • Used Python and Keras to create data sets from NAIP. Built a novel neural network running on Google Colab and trained the classifier.

RESEARCH SKILLS

• Lab skills: C – Python – Keras – PyQt5 – FPGA – Verilog –LaTeX – Git – MATLAB
• Language skills: Chinese (native), English (advanced), Spanish (intermediate), Japanese (intermediate), Korean(entry), French(entry)