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Andrew Hummel

I work at the intersection of data systems and economic policy. Currently building data infrastructure and analytics for a startup navigating the early-stage chaos.

Employment

Head of Data Strategy @ Milly Books (2023—Present)
First hire @ Milly; Built and owned the end-to-end data stack (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

Projects

Historical Precedents for AI-Driven Economic Hegemony (2025)
Brief description of the project, technologies used, and what it accomplishes.
Project Report (PDF) GitHub Repo
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
Paper (PDF)
Modeling Returns in Deep Tech Climate Portfolios (2025)
Description of another project you're proud of.
Documentation (PDF) Live Demo
Measuring AI's Sectoral Impact Across Global Markets (2024)
Description of another project you're proud of.
Documentation (PDF) Live Demo
Modeling Economic Fragility in the Age of Semiconductor Reliance (2024)
Another project description.
Technical Paper (PDF)
A Quantitative Assessment of Fusion Energy's Development Potential (2023)
Another project description.
Technical Paper (PDF)
Predicting and Preempting Fossil Fuel Resistance to Fusion Energy (2025)
Description of another project you're proud of.
Documentation (PDF) Live Demo
LinkedIn GitHub

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