Biomedical & Health Informatics Master's @ UNC | Full-Stack · Data Pipelines · Python · React · FastAPI | Open to 2027 New Grad Roles
Highlights
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Heart-Disease-ML-Pipeline
Heart-Disease-ML-Pipeline PublicGradient Boosting heart-disease risk classifier reaching 0.954 AUC and 86.6% sensitivity across 630,000 clinical records (13 features).
Python
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ML-Smoker-Status-Prediction
ML-Smoker-Status-Prediction PublicBinary classifier predicting smoking status from clinical biomarkers using Logistic Regression, Random Forest, and Gradient Boosting (best AUC: 0.8887).
Python
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map-elt-research-graph-3
map-elt-research-graph-3 PublicConcurrent Python pipeline profiling 22 companies in parallel across SEC EDGAR, ClinicalTrials.gov, NIH RePORTER, PubMed, and OpenAlex with zero LLM calls.
TypeScript
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