Clinical judgment, production data.

Eight years as a nurse, including three in a neuro ICU, then three years in data. I design databases, models and pipelines for healthcare questions, and I test them before anyone acts on them.

Featured · Cofounder & Data Analyst · 2023–2026

Baby Steps IVF

Compares 400+ US fertility clinics on outcomes adjusted for the patients each clinic actually treats, so clinics that take harder cases aren't penalized.

3M+IVF cycles

400+US clinics compared

28 yrsof CDC clinic reports

Weeklyautomated refresh

Bayesian hierarchical models
Risk adjustment
Record linkage
Price transparency data
Python
SQL
PostgreSQL

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Data Analyst · 2023–2026

Nerevu Group

Production SQL Server, SSIS and Python pipelines, model evaluation and client reporting. Cut lead prep from 30+ minutes to about one.

SQL Server
SSIS
Python
PostgreSQL
CI & testing
Funnel analysis

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Nurse & QI Council Chair · 2014–2022

Clinical Quality Improvement

Four years on a hospital quality and safety council, two as chair. Central line infections fell 41% after a house-wide rollout I led.

Quality metrics
Chart audits
Epic
Process improvement
Leadership

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BrainStation · 2023

Earlier Projects

Data science training projects: CovidCast forecasting, NLP, classification, Tableau dashboards and more.

Browse projects →

Community

Effective Altruism Portfolio

Community building, leadership, agenda setting, presentations, outreach and research.

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“You can't actually feel the weight of the world. The human mind is not capable of that feat. But sometimes, you can catch a glimpse.”— Nate Soares, On Caring