Chronic Disease Trend Analysis
Analyzed 20 years of obesity and diabetes prevalence across U.S. states using CDC BRFSS data. Built interactive line charts and choropleth maps to highlight geographic disparities and trends over time.
Harnessing data, epidemiology and innovation to safeguard community health.
View My WorkI am an MPH student passionate about translating data into action. With training in epidemiology, disease surveillance and molecular biology, I combine analytical rigour with hands‑on experience to support infectious disease research and public health interventions. My work spans vector‑borne disease prevention, chronic disease analytics and health equity mapping. I thrive on collaboration and bring a systems‑thinking approach to complex health challenges.
Analyzed 20 years of obesity and diabetes prevalence across U.S. states using CDC BRFSS data. Built interactive line charts and choropleth maps to highlight geographic disparities and trends over time.
Used BRFSS survey data and SAS to identify lifestyle factors associated with hypertension. Applied survey weights, ran multivariable logistic regression and interpreted odds ratios to inform public health messaging.
Developed a suite of machine learning models (logistic regression, random forest, XGBoost) on UCI heart disease data to predict presence of heart disease. Evaluated models with ROC‑AUC and explained feature importance to health audiences.
Created an interactive map of diabetes prevalence and healthcare facility locations at the county level using Python (GeoPandas/Folium). Identified clusters of high burden and poor access to inform resource allocation.
Performed exploratory analysis on synthetic ICU data (MIMIC‑IV). Queried patient demographics and diagnoses via SQL, summarized length of stay and visualized top admission reasons using Python.
Applied NLP techniques to de‑identified clinical notes to extract symptom and medication entities using spaCy and BioBERT. Generated word clouds and identified common themes in discharge summaries.
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