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Andrew Hummel

Data Professional & AI Policy Analyst | Bridging technical expertise with governance research

Employment

Head of Data Strategy @ Milly Books (Insurtech Startup) (2023—Present)
First hire @ Milly; Built and owned the end-to-end data stack (Postgres, dbt, Dagster, Metabase), defined core metrics from 0 → 1, and shipped analytics and pipelines that drove GTM decisions, seller engagement, and buyer targeting
Marketplace Research Intern @ Xometry (2021—2023)
I worked on platform economics and supply-demand modeling for bizops—segmenting buyers, identifying supply bottlenecks, and modeling price elasticity to help make custom manufacturing more efficient and scalable

Education

M.Sc. International Public and Social Policy (2023—2024)
London School of Economics and Political Science - Coursework focus on intersections in artificial intelligence, national security, and surveillance, with my dissertation focusing on algorithmic workplace surveillance under the GDPR.
Final Year Bachelor's Exchange (2021—2022)
University of Zürich - Courses in international fiscal policy dynamics, investment flows, and China’s Belt & Road Initiative
B.S. Economics (2018—2022)
University of Kentucky

Noteable Projects

Designing Global Financial Governance for Artificial General Intelligence (2025)
This project designs a global regulatory framework for Artificial General Intelligence in financial markets. It compares the EU AI Act, U.S. regulatory guidance, and Asia–Pacific sandbox models to identify gaps and conflicts in how each addresses AGI’s speed, opacity, and systemic risk.
Enabling the Panpoticon? GDPR, Employee Power, and Workplace Surveillance (2024)
Distinction-earning LSE master's dissertation; I explored how well the GDPR protects employees from modern workplace surveillance powered by machine learning
U.S. Semiconductor Policy: Actions for AI Competitiveness (2024)
This policy memo analyzes how U.S. semiconductor strategy shapes AI competitiveness and national security, weighing Taiwan supply-chain risks, cost disadvantages, and uncertain AI compute growth.
Mapping the Strategic Focus of U.S. Semiconductor Export Controls (2024)
This project investigated whether—and how—the U.S. Bureau of Industry and Security (BIS) increasingly targets companies involved with chokepoint technologies when adding entities to its export-control list. It gives insight whether BIS is tightening focus on chokepoint technologies where U.S. and allies hold decisive leverage.
Predicting and Preempting Fossil Fuel Resistance to Fusion Energy (2025)
in-progress