Donald (Xin) Lin

I work on machine learning for healthcare, building models that turn messy clinical signals — such as continuous glucose monitoring time-series — into reliable, deployable predictions, with an emphasis on data-scarce settings where per-patient data is limited. More broadly, I’m interested in AI methods for societal impact and integrating heterogeneous data sources. I am affiliated with the Michigan AI Lab. Before UMich, I graduated from Davidson College with a Bachelor of Science in Computer Science and Mathematics. At Davidson, I have worked in reinforcement learning and decision-making, and explored applications in nuclear physics and chess.

For more details, please refer to the projects section.

In my free time, I enjoy playing a variety of sports and capturing moments through photography. Check out some of my photography pieces here!

Please feel free to contact me at dxinlin [at] umich [dot] edu.