My name is Xilin Duan, a recent graduate with a B.S. in Mathematics and Applied Mathematics.
My research interests include
- Machine Learning
- AI in Healthcare
- Time Series & Graph Data.
- Statistics
Technical Skills & Applications
- Python & PyTorch: I leverage these for end-to-end machine learning development—from data preprocessing and model architecture design to training and evaluation. They were instrumental in building both deep learning and ensemble models for my research.
- MATLAB: I utilize MATLAB for numerical analysis, algorithm prototyping, and—most critically—for signal processing. It was essential in my ECG work for filtering, feature extraction, and initial data exploration.