CV
Fields of Specialization
Education
- Advisors: Yiyi Zhou and Steven Stern
- Certificate in Artificial Intelligence
- Concentration: Machine Learning
Job Market Paper
Investment and the Transfer of Power: Dynamic Effects of Transmission in Electricity Markets
Renewable resources are essential for energy transition, but unequal geographic distribution limits nationwide adoption. I develop and estimate a dynamic model of generator behavior consisting of a short-run optimal dispatch problem incorporating line losses and zonal transmission constraints and a long-run dynamic game for capacity investment. Using data from ISOs in the Eastern Interconnection and ERCOT from 2018–2023, I find that upgrading all interzonal transmission to modern HVDC standards would reduce average wholesale prices by 6%, generating approximately $4 billion in annual welfare gains. Major transmission projects like the Grain Belt Express increase solar and wind adoption by over 10% by 2050. Transmission and investment subsidies (IRA, Bipartisan Infrastructure Law) are complements in encouraging transition.
Publications
Offshore Horizons: HVDC Wind Farms – Exploring Techno-Economic Dimensions
High Voltage Direct Current (HVDC) technology is a cornerstone of efficient Offshore Wind Farm (OWF) power transmission. This review examines HVDC OWF connections through four interlinked dimensions: economic considerations, connection topologies, converter designs, and technical modeling.
Working Papers
Non Linear Dividend Taxation and Shareholder Disagreement
Industrial Policies in a Market with Environmental Externalities: Evidence from the Chinese Solar Panel Industry
AI Efficiency and United States Power Quality and Emissions
Integrating Biophysical and Economic Models to Assess U.S. Agricultural Resilience
Econ Gym: A Generalized Framework for Solving Dynamic Structural Models in Economics
Commodity Markets LLM-based Futures Forecasting
Taxation with Debt Default
Works in Progress
A Structural Model of Data Center Procurement of Electricity with Impacts on Reliability, Emissions, and Prices
Agentic AI Modeling for Rapid Analysis of Chokepoint Crises Along Strategic and Economic Dimensions
Agricultural Supply Chain Resilience: Using AI to Integrate Economic and Biophysical Models
The International Determinants of Shareholder Disagreement
Robust PCA and Limit Uniqueness in High-dimensional Global Games with Strategic Complementarities
Work Experience
- Conducted market analysis for high-voltage power electronics
- Produced silicon-carbide semiconductor supply chain reports
- Developing AI tools for macroeconomic analysis using GTAP
- Analyzing data center impacts on rural electricity and water systems
- Fellowship for bias detection in data and institutions
- LLM-based commodity forecasting research
- PhD coursework in AI, NLP, computer vision, and databases
- Developed data-driven tools to study impact of HVDC on electricity prices and consumer welfare in New York area
- Interdisciplinary research on econo-technical facets of offshore wind
- Supervisors: Fang Luo and Yiyi Zhou
- Research on the impact of dividend tax progressivity on shareholder disagreement
- Analyzed Compustat and WRDS data with Python and Stata
- Causal inference on fiscal data (electricity markets, rural broadband) using USAspending API
- Developed Python automation for federal spending data
- Co-authored monthly stakeholder reports
- Created data visualizations related to the potato industry and usage of common pesticides and fertilizers
- Built R Shiny dashboard for natural gas/electricity market anomaly detection
- Implemented ML algorithms (isolation forest, PCA, SVM, decision trees) for market surveillance
- Developed auto-updating ARIMA forecasting for electricity contracts
- Published oil crops and season average price data; contributed to WASDE and oilseeds/wheat outlook reports
- Designed and implemented state trade data product and associated database
- Led division-wide SQL and machine learning trainings
Conference Presentations
- Investment and the Transfer of Power: Dynamic Effects of Transmission in Electricity Markets.
- Investment and the Transfer of Power: Dynamic Effects of Transmission in Electricity Markets.
- Investment and the Transfer of Power: Dynamic Effects of Transmission in Electricity Markets.
- Non-Linear Dividend Taxation and Shareholder Disagreement.
- Commodity Markets LLM-based Futures Forecasting.
- Non-Linear Dividend Taxation and Shareholder Disagreement.
- Transformers but not the Kind You're Thinking of: Commodity Market Forecasting using Natural Language Processing. (Poster)
Invited Presentations
Non-academic Publications
Government & Industry Publications
Teaching
| Course | Role | Term |
|---|---|---|
| Introduction to Computational Methods in Economics | Teaching Assistant | Spring 2026 |
| Environmental and Natural Resource Economics | Instructor | Fall 2025 |
| Data Science and Machine Learning | Instructor | Summer 2025 |
| Economics of Environmental and Natural Resources | Instructor | Winter 2025 |
| Economics and Sustainability | Instructor | Fall 2023 |
| Economics and Sustainability | Instructor | Spring 2023 |
Teaching Assistant Work
| Course | Term |
|---|---|
| Data Science and Machine Learning | Summer 2024 |
| Econometrics (graduate) | Spring 2023 |
| Mathematical Statistics (graduate) | Fall 2022 |
| Introduction to Economics | Fall 2021--Spring 2022 |
| Philosophy of Science, Technology, and Human Values | Spring 2019 |
Awards, Fellowships & Grants
Skills
Programming & Scripting
- Python (NumPy, Pandas, GeoPandas, PyTorch, TensorFlow)
- Julia, R, Matlab, Stata, SQL (PostgreSQL/BigQuery)
- Scala, Dask, PySpark / Spark SQL
- Fortran & CUDA accelerated JAX
- JavaScript (D3/Plotly) & Tableau
Machine Learning / AI
- Supervised & unsupervised ML (Isolation Forest, PCA, SVM; ARIMA/LSTM time series)
- Reinforcement Learning (RLlib, Gym, deep Q-learning)
- Transformers, Computer vision & LLM fine tuning (HuggingFace, LoRA/PEFT, OpenCV, NLTK)
Service & Leadership
- AERE at SEA, Reviewer, 2026
- IEEE Access, Reviewer, 2025
- Graduate Student Organization, Economics Senator, 2021--2025
- Graduate Student Organization, Chair of Board of Appeals, 2022--2023
- Stony Brook University Game Theory Conference, Volunteer, 2024
- Economics Graduate Student Departmental Grievance Committee, Student Representative, 2022--2023
- Books Not Bombs, Tutor, 2020--2021
- AEA LGBT Mentoring Program, Mentor, 2020--2021
- Georgia Tech and Archer High School Debate Teams, Debate Judge, 2017--2022
- Pipeline Project, Mentor, 2019
