Longitudinal impact of child care and home environments on low-income children’s development
Journal of Applied Developmental Psychology
Economist · Researcher · Data Scientist
I study how early childhood programs shape lives.
I use data to make the case for what works.
I am a quantitative researcher with a decade of experience at the intersection of economics, data science, and early childhood education policy.
My work spans causal inference, program evaluation, large-scale survey design, and machine learning—applied to questions that matter: How do we measure the quality of care young children receive? What drives disparities in access and outcomes? How can data move policy?
I hold a PhD in Economics from the University of Washington and have worked as a data scientist at Amazon, where I built analytics infrastructure for experimentation at scale. My research has been published in journals including Education Finance and Policy, PLOS ONE, Early Education and Development, and the Journal of Applied Developmental Psychology.
Before all of this, I was born in Zaghouan, Tunisia. I grew up in Prague, studied economics at Charles University, and crossed the Atlantic on an exchange program that became a fifteen-year chapter in Seattle. I now live in Prague again—Holešovice—where the work continues.
Journal of Applied Developmental Psychology
Early Childhood Research Quarterly
Education Finance and Policy
PLOS ONE
Early Education and Development
Full publication list available upon request.
Quasi-experimental design, propensity score matching, causal mediation analysis, difference-in-differences
Complex survey design, stratified sampling, design weights, psychometrics, validation studies
Multilevel modeling, structural equation modeling, threshold analysis, power analysis
Topic modeling, policy text analysis, ensemble methods, variable selection, dimensionality reduction
R, Stata, Python, LaTeX, SQL, AWS (EC2, S3), GIS mapping, interactive dashboards
Millions of observations across federal datasets, Census, CCD. Automated pipelines for experimentation analytics at Amazon.