Clinical lab professional turned data analyst. My mission is to contribute to my community through my strengths in analytics and statistics.
🏥 Predicting Length of Stay (LOS) in Beneficiaries Using County-Level Profiling
- Modeling using Multiple Linear Regression in SAS, Wrangling using SQL
- Goal: To increase and optimize efficiency with hospital bed occupancies and reduce hospital bills without compromising patient health outcome. Aims to predict hospital bed length of stay on Medicare claims data
🍟 Do High Levels of Cholesterol Increase Your Odds of Having Hypertension?
- Modeling using Multiple Logistic Regression in SAS, Wrangling using SQL
- Goal: To inform in better health decisions and increase life expectancy and longevity. Aims to discover the relationship between two common health predictors on Framingham Heart Study data
- Wrangling and visualization using SAS and SQL
- Goal: To determine the prevalence and incidence demographic and overall rates of those impacted by Sjögren's Syndrome
Individual projects:
💤 Prediction and Classification of Sleep
- Machine Learning using R
- Goal: To predict the number of hours of sleep and classify if patient has sleep trouble using nutrition examination surveys.
🐵 Evaluation of Monkeypox Cases and Trends Across Multiple Continents
- Wrangling and visualization using R
- Goal: To determine common symptoms words using text analysis and identify which countries were most impacted by Monkeypox and of the most impacted country, which months has increased case count
🦇 R-Shiny Interactive Dashboard of California Skilled Nursing Facilities COVID-19 Cases and Deaths
- Visualization using R-Shiny and video presented by myself
- Goal: To determine counties that are still affected by COVID-19 related deaths
Group project:
🏀 Predicting NBA Salary Based on 2017-2018 Salary Data Using Multiple Linear Regression
- Modeling using Multiple Linear Regression in R
- Goal: To determine if there is a relationship or correlation between an NBA's player's performance statistics with their salary