Things I have built and researched
A mix of machine learning systems, data platforms, and research papers. Each project has its own page with a full write up, and where possible the code or paper behind it.
Data Science Projects
A Moving Baseline: Measuring MLB's Strike Zone
How much MLB's called strike zone changed in 2025 and 2026, measured on 1,830,231 called pitches against three earlier seasons.
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Gorilla Draft: Fantasy Leagues That Draft Teams, Not Players
A fantasy league where managers draft whole teams across ten sports, live on the web and available on the App Store.
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Counter-Strike 2 Dream Team: Cloning the Pros to Search for the Best Lineup
A machine learning system that trains player-specific behavioral models from professional match demos, tests whether they stay distinguishable on unseen maps, and simulates 37,032 candidate lineups on a GPU to find which five perform best together.
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rsi2bot: Testing RSI(2) Mean Reversion Behind a Fail-Closed Trading Agent
A paper-by-default equities agent for the official Robinhood Agentic Trading MCP server. The backtester imports the same strategy, sizing, and risk modules as the live path, and under the tested universe and period RSI(2) mean reversion roughly matched buy and hold.
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Multi-Agent Roblox Game Studio
Two Roblox games built as MVP builds through a development system I designed: specs of record, frozen inter-module contracts, scoped agent tasks, and headless verification gates that tested generated changes before integration. The flagship is about 57,000 lines of Luau across 109 modules.
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Instagram Automation and Analytics Platform
A distributed platform that operates a fleet of isolated Instagram sessions from one place, generates their content with AI, and tracks engagement per account.
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RVC v2 Voice Model Training Pipeline
A training and release pipeline built on the RVC v2 framework, used to train and publicly release more than ten voice models.
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Statistics Paper on Gender Bias in College Admissions
A statistics research paper testing whether colleges admit men and women at equal rates.
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Statistics Project: Education and Economic Growth
A statistics investigation into the relationship between a country's wealth and its rate of higher education.
View projectMiscellaneous Projects
Motivations Behind the 2003 Iraq War
A history research paper on how far the 2003 United States invasion of Iraq was politically motivated.
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Satire and Social Critique in Banksy's Street Art
An essay on how the artist Banksy uses satire in his work to challenge societal norms.
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Harbors and Water Pollution
An environmental science investigation into how harbors affect coastal water pollution.
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Christopher Nolan's Unconventional Filmmaking
A research essay investigating how and why Christopher Nolan breaks conventional filmmaking methods.
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