CV

Education

• B.B.A. in Economics, Hong Kong University of Science and Technology, 2013
• M.S. in Data Analytics, Carnegie Mellon University, 2023

Machine Learning and Data Science Experience

• May 2023 - Present: Research Assistant
  • University of Illinois Urbana-Champaign
  • Duties included: Created healthcare cost predictive models using Electronic Health Record (EHR) and claims data with a large healthcare company’s dataset; Designed relevant features for different model objectives
  • Supervisor: Professor Jimeng Sun
• Jan 2023 - Present: Research Assistant
  • Carnegie Mellon University & University of Illinois Urbana-Champaign
  • Duties included: Investigate robustness of early diagnosis of Alzheimer’s Disease with Convolutional Neural Networks trained on MRIs from Alzheimer’s Disease Neuroimaging Initiative; Prepared image processing pipeline for segmentation of brain MRIs
  • Supervisor: Professor Wei Wu & Professor Haohan Wang
• Dec 2022 - Present: Research Assistant
  • Carnegie Mellon University
  • Duties included: Trained and deployed DL models on AWS for agricultural price prediction with 15+ years of daily data; Managed ETL pipeline in Python to SQL database with Git; Designed webpage to monitor model degradation
  • Supervisor: Professor George H. Chen

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Teaching

Teaching experience 1

Teaching experience 2

Select Awards and Honors

• Jewish Healthcare Foundation

  Feinstein Patient Safety Fellowship

• SAS Hackathon

  Top 3 in Machine Learning Category