Resume

Education

M.S. in Electrical and Computer Engineering, University of Florida, December, 2019
M.S. in Industrial and Systems Engineering, University of Florida, December, 2017
B.S. in Physics, Tongji University, June, 2015

June 2023 ~ Jan. 2024: Data Scientist
- Zenni Optical, Department of AI|ML
- Duties included: Automated document extraction and understanding (eye glass prescription, OCR), algorithm research and development, model fine-tuning, API development and maintenance (cloud), algorithm research and development, data mining (SQL and python), image quality assesment
Sep. 2021 ~ May 2023: Data Scientist
- UT Southwestern Medical Center, Quantitative Biomedical Research Center
- Duties included: Object detection and segmention on H&E stained medical tissue images (mask R-CNN, YOLO), model fine-tuning, image processing package development
Feb. 2020 ~ Aug. 2021: Data Science Researcher
- Donald Danforth Plant Science Center
- Duties included: Open-source software development, image processing and image analysis data analysis
May 2019 ~ Aug. 2019: Data Scientist (Internship)
- University of Florida Academic Health Center
- Duties included: EHR data mining and data analysis, data cleaning, batch merging

Data analysis and data mining
Image processing and image analysis
Machine Learning, Deep Learning and Computer Vision
Python
- Data Science: NumPy, Pandas, Scikit-learn, SciPy
- Visualization: Seaborn, OpenCV, ggplot2, Streamlit, and Plotly
- Deep learning frameworks: PyTorch, Pytorch Lightning, HuggingFace, Tensorflow, Keras
MATLAB
Linux
Cloud computing: Google Cloud Platform
Version control: Git, Bitbucket
Containerization: Docker
Database: BigQuery, CloudSQL
Web development: Flask framework, HTML, CSS, Ajax, Javascript
Languages: Mandarin Chinese, English
Project management: Jira

Co-Chair of the Committee for Scientific Training and Mentoring at Donald Danforth Plant Science Center

1st Place of the “Swarm Behavior on the Grid” track in the Siemens “Tech for Sustainability Campaign 2023” (2023)
Google Data Analytics Certificate– a rigorous, hands-on program that covers the entire scope of the data analysis process
2nd Prize Tongji University Undergraduate Innovation Program (2014)
National Endeavor Scholarship (2014)
2nd Prize, Tongji University Scholarship of Excellence (2014)