Where healthcare meets analytics: building smarter systems, one insight at a time.
Every dataset tells a story, mine is about turning challenges into opportunities for better care.
My path into health informatics wasn't a straight line, it was a gradual realization that the systems behind healthcare are just as important as the care itself.
I began on the operational side of healthcare, managing claims, reimbursements, and patient coordination. Over time, I realized that every inefficiency told a story, one that could be rewritten through data and design. That curiosity about why things worked the way they did grew into a passion for analytics and process improvement.
What started as small experiments with spreadsheets and workflows evolved into full-scale data projects, visual dashboards, and automated scoring models. Each one teaching me how technology can simplify complexity and empower better decisions.
This site is both a reflection and continuation of that journey: a space where I learn by building, and where I share the insights that come from transforming questions into measurable solutions.
Featured BI and analytics work samples.
Stratified scoring + automated SMS to increase HRA completions. Includes Power BI dashboard and Jupyter notebook breakdown.
Concept prototype that flags likely denials before submission using NLP rules + heuristics. Workflow design and data model are defined; UI and demo in progress.
Interactive dashboard concept for identifying rising-risk members from encounters, gaps, and utilization signals. Feature backlog and design system are scoped.
I design data products that make healthcare simpler: clear models, useful dashboards, and automation that respects people and process.
Clean, join, and model messy healthcare data into dependable datasets for analysis and reporting.
Executive-ready dashboards that highlight the signal, not the noise, with clear KPIs and drill-downs.
Turn repetitive work into reliable flows with Python and Power Automate—documented, auditable, and safe.
BI grounded in payer/provider operations: claims, denials, HRA workflows, and member-first design.
Translate complex analytics into clear steps for operators, with living docs and training-ready visuals.