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fredm23579/README.md
Fred Motta
Typing SVG

I build local-first, auditable AI systems — BFT agent governance,
domain-specific tooling, and ARM64 edge compute backed by 100+ parameterized CI tests per repo.


🗣 Languages

Python C++ C Rust Go TypeScript JavaScript Fortran Perl Ruby PowerShell Bash SQL HTML5 CSS3

⚙️ Frameworks & Libraries

React React Native FastAPI Vite Node.js Express Bootstrap PyTorch NumPy SciPy Pandas Pydantic SQLAlchemy Pytest

🤖 AI / ML

Claude AI OpenAI Gemini Ollama llama.cpp LiteLLM Qdrant HuggingFace LangChain

🛠 Infrastructure & Tools

Linux Ubuntu Android Docker Git GitHub Actions VS Code Vim SQLite PostgreSQL MongoDB Redis Nginx n8n Raspberry Pi


📖 Published Author

The Promise of Tomorrow

The Promise of Tomorrow — available at Barnes & Noble


⚛ Physics Note

ĤΨ = iħ∂Ψ/∂t

The Schrödinger equation drives the quantum DMRG work in turboquant-dmrg-app and turboquant-2d-quantum — numerical solvers for 1D and 2D Heisenberg spin chains using matrix product states and FWHT-based truncation.

Schrodinger's Dog

Riverside, California
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  1. mobile-llm mobile-llm Public

    Edge LLM playground — ReAct tooling, llama.cpp / Ollama / HuggingFace backends on ARM64

    C++

  2. omniconvert-md omniconvert-md Public

    Auditable document, email, audio, and video → Markdown conversion with provenance tracking

    Python

  3. pleading-studio pleading-studio Public

    Local-first CA pleading studio with 13 malpractice guards, 28-line caption generation, and deadline tracking

    JavaScript

  4. juris-omega juris-omega Public

    Fail-closed litigation bundle validator — JSON Schema (13 types) + SHACL shapes + 9 domain invariants

    HTML

  5. Agent-Omega Agent-Omega Public

    Governed RSI control plane — constitutional constraints, 13 ADRs, staged deployment, 600+ tests

    Python 1

  6. Omega-LegalCitator Omega-LegalCitator Public

    Citation parser and authority-graph audit engine for attorney-supervised legal citation governance

    Python 1