CV
Education
- Ph.D in Control Science and Engineering, Northeastern University, 2023
- Visiting Scholar, Process System Engineering, Carnegie Mellon University，2019-2021
- M.S. in Statistics, Northeastern University, China, 2015
- B.S. in Mathematics, Northeastern University, China, 2013
- B.S. in Law, Northeastern University, China, 2013
Research interest
- Big Data Analytics & Digital Twin
- Statistical Process Control & Montoring
- Convex Optimization
- Data-driven Model Predictive Control
- Bionic Robot & 3D Printing
Work experience
- 1/2019-1/2021: Visiting Scholar
- Center for Advanced Process Decision-Making, Carnegie Mellon University
- Duties included: Data Crawling, Data Analysis, Statistical Learning & Modeling, Optimization, Recommendation System Development
- Courses attended: 15-780,15-688(Zoco), 10-708(Eric), 10-725(Ryan),36-708(Larry)
- Supervisor: Professor Nick Sahinidis
- Progress: A demo of textual recommendation system, research papers
- 6/2015-12/2018: Data Analytics Researcher
- Department of Manufacturing, Baosteel Company & Baosight Software Co. Ltd
- Duties included: Data-driven Analytics, Simulation, Prediction, Control and Optimization for Steel Scrap Recycling and Supply Chain Integration
- Supervisor: Derun Wu (Chief Process Engineer)
- Progress: A demo for process quality prediction on data cloud platform for steelmaking
Skills
- Uncertainty Quantification
- Data Analytics, Statistics
- Quantitative Modelling, Optimization, and Programming
- Matlab, Python, R
- GAMS, Julia
- Solvers & Environments
- CPLEX, Gurobi, MOSEK
- Yalmip, Pyomo, CVX, CVXPY
- Software Development
- C++, C#, SQL, Linux, Git, TCP/IP
Assisting and Mentoring Experience
- Leslie Zhao, NEU, Master (graduated),AI Researcher in TAL Education
- Che Gelegen, NEU, Master (graduated), pursuing PhD in NEU
- Yang Lu, NEU, Master (graduated), Civil Servant
Business Software Development
- Online and offline process quality prediction and optimization software, interface and client
Prize & Honor
Meritorious Winner in the Mathematical Contest in Modeling (2011) Northeastern University undergraduate scholarship(a third-year GPA rank 2/150 )