Data Scientist - Project Portfolio

Check my writing on Medium!

Education

Master of Science in Quantitative and Systems Biology, Northwestern University
Master of Science in Bioengineering, University of Illinois at Chicago
Bachelor of Science in Bioengineering, University of Illinois at Chicago

Work Experience

Data Scientist @ Vizient, Inc. (current)
Informatics and Data Science Fellow @ Vizient, Inc.
Research Specialist @ Northwestern University

Healthcare/Health Informatics Projects

Machine learning pipeline automatically diagnoses ARDS in EHR data

• medRxiv preprint
• GitHub repository (currently set to Private)

SMART on FHIR app (using Python’s Flask framework)

• Run the app
  • For instructions on what to click or do once you’re there, read here.
• GitHub repository (main branch)

Analyses of Severe Pneumonia Patients

• GitHub repository

Soccer Projects

Qatar 2022 FIFA World Cup simulation

• Blog post

Copa America 2024 simulation

• Part 1: Simulating the Group Stage
• Part 2: Simulating the Knockout Stage

General Projects

Mendel cooked up his data!

• Jupyter notebook