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Achievement: Pull Sharkx2Achievement: Pair Extraordinaire

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tensorstrings/README.md

David Ruddell

Researcher & Engineer working at the intersections of mathematics × deep learning and AI × cybersecurity.

  • 🔬 Relating the abstract to the real — mathematics, deep learning, philosophy
  • 🧩 Themes
    • Math: category theory · differential geometry & topology · dynamical systems · numerical methods & PDEs · type theory & Lean
    • Learning: geometric & categorical deep learning · generative models · world models (JEPA) · language & multi-modal models · mechanistic interpretability · cognitive systems
  • 🛠️ I build: agentic systems · programming-language prototype · GPU kernels & performance · novel training methods · datasets · evaluations · environments · mathematical visualizations · research prototypes
  • 📚 Currently: Staff AI/ML Engineer @ Twenty Twenty · AI × Cybersecurity
  • 🔗 LinkedIn · Google Scholar · personal site (soon)

🥷 Building in stealth — most current work lives in private repos.

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