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
Select Awards and Honors
Jewish Healthcare Foundation Feinstein Patient Safety Fellowship SAS Hackathon Top 3 in Machine Learning Category
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