Ecological Macroeconomist at the Net Zero Industrial Policy Lab (Johns Hopkins University).
Trade-based intelligence platform mapping clean technology value chains worldwide — batteries, solar, wind, nuclear, and 6 more. Bilateral trade analytics (BACI 1995–2024), ML competitiveness scores, ORBIS firm data, and interactive country case studies. Built at Johns Hopkins SAIS Net Zero Industrial Policy Lab.
Studying how resource metabolism, income distribution, and structural change interact within a multi-sector dynamical systems framework. Bridging classical political economy with modern computational methods.
Mapping production network structures across countries to identify industrial archetypes and hidden vulnerabilities. Uses input-output tables and graph-theoretic metrics to uncover the topology of economic interdependence.
Quantifying how climate transition policies cascade through industrial networks, affecting employment, prices, and the Global South. Investigating whether green policy in the North can generate climate reparation obligations.
Mapping the architecture of resource and labor flows from periphery to core embedded in global value chains. Identifies pressure points in supply chains critical for the green transition.
Investigating whether there exists an invariant measure of economic value analogous to conservation laws in physics, and its implications for distribution, environment, and inequality.
Developing and applying machine learning, statistical inference, and simulation methods to economic and social data. Includes NLP for institutional text, agent-based models, and large-scale bibliometric analysis.
Formalizing the feedback between economic structure and biophysical metabolism using input-output dynamics and entropy production.
Evaluating industrial policy levers for decarbonization, with attention to employment effects and distributional consequences across regions.
Cluster analysis of world input-output tables to identify recurring structural templates in national production systems.
Mapping upstream dependency networks for lithium, cobalt, and rare earths, and their implications for North-South climate equity.