Hello, I am a Ph.D. candidate in Industrial and Systems Engineering at Virginia Tech, working with Prof. Ran Jin. I'm simultaneously pursing a Master's degree in Computer Engineering at Virginia Tech under the advice of Prof. Ruoxi Jia.
My research focuses on creating a data quality assurance paradigm to enable effetcive AI modeling perofmance in Manufacturing Industrial Internet. Data generation, data acquisition, and data valuation methods have been investigated for AI models with applications in additive manufacturing, bio-manufacturing, semiconducting, and IoT infrastructure design, where statistical and machine learning models as well as optimization methods are heavily used. I also conducted research projects in interpretable machine learning methods, predictive modeling with statistical models, and supply chain optimization by applied operations research.
+ equal contribution
Pandas + NumPy + Plotly
PyTorch + Tensorflow + Scikit-learn
Gurobi + CPLEX + CVXOPT