U.S. Election Clustering Analysis
Published:
This project employs unsupervised machine learning techniques to uncover and visualize patterns in county-level voting behavior from the 2016 U.S. presidential election.
Portfolio
Billboard Top 100 Shiny Dashboard
Published:
A Shiny dashboard simulating the Billboard Hot 100 music chart.
Student Performance Analysis Using SAS
Published:
This project investigates how different demographic and educational factors affect student performance.
Investigating the Association of Hypertension and Alcohol Intake
Published:
Explored multivariable linear regression modeling using NHANES data to examine the link between alcohol consumption and systolic blood pressure.
Pneumonia Patient Condition Classification Using Diffusion Models and CLIP
Published:
Used Stable Diffusion and CLIP for pediatric chest X-ray classification. Generated synthetic images to address class imbalance and improved model accuracy.
COVID-19 Case and Excess Mortality Analysis
Published:
Analysis of the COVID-19 Case Rate and Excess Mortality Rate by Pandemic Wave