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
Counter-Strike 2 Dream Team: Cloning the Pros to Build the Perfect Roster
A machine learning system that clones professional Counter-Strike 2 players from their real matches, proves each clone is genuinely that player, simulates full matches between them, and searches tens of thousands of lineups for the team that plays best together.
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Instagram Automation and Analytics Platform
A distributed platform that operates a large fleet of Instagram accounts from one place, generates their content with AI, and tracks engagement across the whole network.
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Autonomous Multi-Agent Roblox Game Studio
Two complete Roblox games built by fleets of AI agents over a Roblox Studio MCP toolchain, with me as architect and orchestrator: specs of record, frozen inter-agent contracts, and headless verification gates that let each agent prove its own Luau before it was accepted.
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rsi2bot: An Agentic Trading Safety Engine
A paper-by-default equities trading agent for the official Robinhood Agentic Trading MCP server, built on the premise that an LLM-accessible broker is a hostile surface: fail-closed live gating, a disk-persisted kill switch, hard cost gates, and a 43-test suite that asserts the safety invariants.
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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.
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AI RVC v2 Voice Modeling
An end to end voice conversion pipeline that trained and publicly released 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.
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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