Karim Naguib

Economist · Applied Bayesian Statistician

Karim Naguib

I build hierarchical models for longitudinal and survival data — currently patient-level digital twins of oncology tumor dynamics at AstraZeneca. Prior work spans field experiments in East Africa and South Asia, real-estate market design, and reinforcement learning for intervention policy.

Currently

Open to senior/staff roles applying Bayesian methods and causal inference in health, pharma, or high-stakes decision contexts. Based in Silver Spring, MD — remote-first, flexible on hybrid.

01 — Bio

About

Background, experience, and the methods I work in.

02 — Projects

Projects

Digital-twin tumor dynamics, multistate survival, LFO-CV, agentic Bayesian workflows.

03 — Papers

Research

Peer-reviewed and working papers on migration, incentives, and social norms.