Immunologist by education, data scientist by trade, web developer by hobby, and full-time memer.
My Projects
This is a Hexo blog theme with 'Material Design' and responsive design.
Risk analysis on an imbalanced dataset. Techniques include over/under sampling, metric adjustment, LogReg, XGBoost, SVM, cost-sensitive learning, and Bayesian optimization of hyperparameters.
An informative website about hemophagocytic lymphohistiocytosis, with backend in Typescript. Data analysis on textual data extracted is conducted with Tensorflow DL models and semi-supervised models
My Skills
JavaScript/Typescript: Node.js, Express, MongoDB, Angular
80%
Python: PyTorch, Sklearn, Xgboost
90%
R: glm, tidyverse, gbm
75%
