CV

Education

• Ph.D. in Industrial and Systems Engineering (in progress)
• M.S. in Mechanical Engineering, University of Illinois at Urbana-Champaign
• B.S. in Mechanical Engineering, University of Wisconsin at Madison

Work experience

• Meta
  • Software Engineer Intern (ML), Menlo Park, CA, Summer 2022
  • Project: End-to-End Machine Learning Workflow for Targeting Marketplace Users
• Anthem Blue Cross Blue Shield
  • Data Scientist Intern, Chicago, IL, Summer 2021
  • Project: AI Doc: a CV and NLP-based Solution for Automating Document Processing
• MHM Properties
  • Consultant Intern, Champaign, IL, Spring 2019
  • Project: Machine Learning-powered Pricing Strategy for Rental Units
• GE Aviation
  • Operation Management Leadership Program (OMLP), Suzhou, China, Summer 2017
  • Project: Lean Manufacturing for Polymer Processing of Airbus Aircraft

Skills

• Languages: Python (PyTorch, TensorFlow, Scikit-learn, NumPy, Pandas, NetworkX), C++, PHP, MySQL
• Tools: Hive, Presto, PySpark, PyTorch-Geometric, Git, Docker, AWS (S3, EC2), Flask, Tableau, Shell, Gurobi
• Deep Learning Architectures: CNN, RNN/LSTM, BERT, DeepFM, GNN, CART, Graphical Model, Regression

Awards

• William A. Chittenden Fellowship 2021-2022

Service and leadership

• Reviewer for Reliability Engineering & System Safety, Petroleum Science, and Utilities Policy