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Section · Work

The index.

Eight entries between 2022 and 2026 — academic research, project finance, consulting internships, teaching, and one published paper. The order is roughly chronological, except when grouping makes more sense than time.

Selected work

08 entries · 2022 – 2026
01 · SIPA Capstone · Team of sixJan – Apr 2026

Quantum Computing in the Global Energy Landscape

A four-month technoeconomic brief for Wood Mackenzie's research desk on where quantum computing will — and won't — actually move the needle for energy. Six applications (grid optimization, nuclear R&D, battery chemistry, enhanced solar, energy finance, quantum sensing) scored on a three-axis matrix. Two presentations at Wood Mackenzie, a dozen industry interviews, and one phantom client lead who only ever appeared on Zoom.

QuantumTechnoeconomicTeam of six
05 · Thesis · Political ScienceDec 2022 – May 2024

Framing the Crisis — Signature Work

Signature Work under Prof. Andrew Macdonald: 1,161 articles across four newspapers — central (People's Daily, Global Times) vs. Shanghai-local (Jiefang Daily, Xinmin Evening Post) — over the April–June 2022 lockdown. LDA topic modeling plus hand-coded content analysis. Finds central and local outlets running coordinated but stratified strategies — hard vs. soft propaganda — with local coverage pivoting to 91% "resilience" framing at the May lockdown peak.

LDAContent AnalysisChina
06 · Published paper · OnlineFirstMay 2022 – May 2026

Tweeting cheap talk: Elites' communication strategies during corruption scandals

Co-authored with Jason Gainous, Mayra Vélez-Serrano, Kevin M. Wagner, Jialong Wang, You Wu, and Weiheng "Mark" Liu. We analyzed Puerto Rican legislators' Twitter communications from 2014 to 2021 across 43 corruption scandals, combining topic models with a Spanish corruption dictionary and legislator-level models of party status and sentiment. Published OnlineFirst in International Political Science Review on May 9, 2026. DOI: 10.1177/01925121261429933.

PythonLDAPolitical Comms