Selected Projects
End-to-end analytical work combining clinical domain expertise with reproducible data pipelines and stakeholder-facing reporting.
Personal Health Behavioral Analytics — Data Reporting & Visualization
6-stage reproducible pipeline integrating 4 multi-source personal datasets (Apple Health, Spotify, Netflix, Mercado Libre).
Developed 4 interactive visualizations — Tableau Bubble Heatmap, Flourish Line Chart, RAWGraphs Parallel Coordinates, Datawrapper Scatter Plot —
each answering a specific analytical question about behavioral KPIs.
Delivered as a narrative web-based storytelling report for non-technical audiences.
TableauFlourishDatawrapperRAWGraphsPythonRKPI reportingStorytelling
Public Health Hospital Analytics — PostgreSQL / OLAP
Relational database in PostgreSQL to analyze hospital management and resource utilization.
OLAP queries for hospital productivity, medication consumption, cost recovery and KPI reporting.
Exploratory analysis to support stakeholder decision-making in public health resource allocation.
SQLPostgreSQLOLAPKPIsHealthcare analyticsData modeling
Breast Cancer Classification — Machine Learning
SVM model for clinical decision support with emphasis on clinically relevant performance metrics (sensitivity, specificity, AUC).
PythonSVMModel evaluationDecision support
Endometrial Organoid scRNA-seq Pipeline
Reproducible bioinformatics pipeline for 118,672 single cells × 27,254 genes. Seurat workflow for stem/progenitor marker identification.
RSeuratscRNA-seqReproducibility
