analytics-portfolio
Matthew Cheung
| **Election Coordinator | Data Analyst** |
Clinton Township, MI
Education
Michigan State University — B.S. in Statistics, Minor in Data Science
2019 – 2023
Georgia Institute of Technology — M.S. in Analytics (OMSA Program)
2024 – Present
Featured Projects
| Project | Description |
|---|---|
| Reddit Market Sentiment Analysis | End-to-end NLP system combining LLM-labeled financial news and Reddit discussions to track ticker- and sector-level market sentiment with an interactive Dash dashboard. |
| Clinton Township Elections Dashboard | Interactive D3.js dashboard visualizing turnout by voting method and year. |
| Yahtzee Strategy Simulation | Monte Carlo simulation comparing Yahtzee scoring strategies (Greedy, Balanced, Bonus-First) using Python and expected value modeling. |
| Voter Turnout Prediction | Machine learning models forecasting 2028 Clinton Township turnout and party vote share using Lasso and Linear Regression with LOOCV evaluation. |
| Tableau CT Elections Visualizations | Collection of interactive Tableau dashboards visualizing precinct density and voter participation by method for the November 2024 General Election. |
Skills & Tools
Analytics Focus Areas
- Election Data Operations & Visualization
- Predictive Modeling for Turnout & Staffing Optimization
- Sports Performance Analysis
- Machine Learning for Trading & Forecasting
- Dashboard Design and Automation