Causal measurement systems for product, growth & AI
Economist and data scientist with 15+ years designing empirical and quasi-experimental measurement in complex real-world systems —
from platform-scale networks to behavioral signal processing.
Causal inference
Measurement design & evaluation
Networks & diffusion
Behavioral measurement
Incentives & system design
2.2M+
Users analyzed in social graphs
90M+
Network connections modeled
40K+
Audio samples processed
15+ yrs
Longitudinal data linked