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Hi there 👋 I'm Xudong.

I'm a data science professional and a economist by training. I'm a firm believer that data science has the power to do a lot of good, which drives me to work on a recent project with the Geriatrics and Diabetes Research Lab: leveraging Computer Vision models to help health care professionals diagnose lipohypertrophy (a common complication among diabetes patients who inject insulin) at the bed side. The deployed data product can be accessed here.

Here is the research paper that I co-authored based on the work mentioned above.

Besides, I'm also a python developer with a focus on open-source data analytics packages, here's a list of packages that I authored/co-authored so far:

At present, my main interests are:

  • 📊 Data science
  • ♻️ Reproducibility & open-source
  • 🌊 Climate Change

Xudong Yang's Projects

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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