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ryanlimerick25-stack/README.md

Ryan Limerick

Building at the intersection of AI, media, and markets. UC Berkeley Political Economy '27.

Now:

  • 🛠 Founder of GhostOS — AI brand-deal intelligence for TikTok creators: readiness scores, rate cards, and outreach templates in 30 seconds
  • 🎬 Business Affairs Intern at Amazon MGM Studios — deal-making and contract support in motion pictures

Projects:

  • 📉 Honest Algorithmic Trading Framework — a plug-in backtesting engine that proves its own strategies lose, and shows why: lookahead bias, split-data corruption, transaction-cost drag, gap risk

I publish real results, including the losing ones.

📫 ryanlimerick25@gmail.com · LinkedIn

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  1. GhostOS GhostOS Public

    AI-powered brand deal intelligence for TikTok creators.

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  2. alpaca-sma-bot alpaca-sma-bot Public

    Plug-in backtesting & paper-trading framework on Alpaca. Ships two classic strategies, proves they lose, and shows why — lookahead bias, split-adjustment, slippage, multi-period validation, drawdow…

    Python

  3. ryanlimerick25-stack ryanlimerick25-stack Public