Explore highlights of my work and projects in healthcare data science, app development, and soccer analytics.
We developed a computational method to automate the adjudication of each component of the Berlin Definition for ARDS diagnosis using text and structured EHR data.
medRxiv preprint GitHub repository (currently private)
Implemented a robust data preprocessing pipeline, feature extraction methods, and clustering techniques to identify clinically meaningful pneumonia states from EHR data.
PNAS paper GitHub repository
Image by santéware
This project showcases the development of a Flask application that integrates with EHR systems using the SMART on FHIR authentication and authorization framework.
Try the App! App instructions Build the App
A two-part series of Medium blog posts where I use Elo ratings and data science techniques to simulate the outcomes of the Copa America 2024.
Part 1: Group Stage Part 2: Playoffs
Photo by My Profit Tutor on Unsplash
A simulation of the Qatar 2022 FIFA World Cup, utilizing Elo ratings and data science techniques to predict match outcomes and tournament progression.
Blog post
By Unknown author. Public Domain: Link
This project investigates the Mendelian paradox, exploring the statistical anomalies in Mendel's genetic experiments that have puzzled scientists for years.
GitHub repositoryFeel free to reach out to me for any inquiries or collaborations!