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Focusing
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Focusing
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kgorle1111/README.md

💫 About Me:

  • 🔭 I'm currently working on Boleto, an on-device, Spanish-first wage-audit tool for California farmworkers. A local Gemma model reads handwritten pay tickets, a deterministic engine applies the wage law, and a human confirms anything the model isn't sure about.
    - 👯 I'm looking to collaborate on vertical AI tools for niche professional services, and on-device or human-in-the-loop systems where the AI drafts and the human decides.
    - 🌱 I'm currently learning deeper C/C++ and systems programming, plus on-device ML (MLX, quantized vision models).
    - 💬 Ask me about eval-driven AI engineering, right-sizing models to the task, and designing agents where a deterministic engine and a human gate keep the LLM honest.

🌐 Socials:

LinkedIn

💻 Tech Stack:

Python C C++ Markdown Bash Script AWS Anaconda Django Flask MongoDB MySQL Postgres Supabase SQLite Adobe Canva Figma Matplotlib PyTorch Pandas NumPy scikit-learn GitHub GitLab GitLab CI GitHub Actions Bitbucket Playwright Swagger Twilio

📊 GitHub Stats:



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  1. boleto boleto Public

    On-device wage audit for California piece-rate farmworkers. The AI reads, the law does the math, the human decides. Powered by Gemma.

    Python

  2. plumber-missed-call-demo plumber-missed-call-demo Public

    Missed-call to auto-SMS agent for plumbers (FastAPI + Twilio + Claude). A shipped demo with an honest go-to-market post-mortem.

    Python

  3. permission-aware-rag permission-aware-rag Public

    Permission-aware RAG for underwriting: ACL filtering before ranking, one structured LLM call, human-review-always-wins. The AI drafts; the underwriter decides.

    Python 1

  4. specsentry specsentry Public

    Industrial-coatings spec reader: one spec upload becomes a page-cited requirements sheet, a compliance cost-driver checklist, and a draft inspection packet. The tool extracts with citations; the es…

    Python