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Hamiltonius/README.md

🌍 Data, Compliance, & Cyber Strategy

Bridging the gap between export controls, tech, and global trade -

Global Cyber Network

🛠️ Tinkering, Learning, and Building

Welcome, I’m Hamiltonius, a hobbyist and lifelong tinkerer exploring tech, automation, and security since the mid 90's. While my expertise is in compliance, economics, export controls, and government FAR 15/12 contracting, my foundation is built on hands-on learning—tinkering with everything from data pipelines to network security.

I believe broad knowledge builds better specialists, and I apply this philosophy across my projects. Whether it’s automating compliance workflows, analyzing market restrictions, or testing security tools, I take a practical, hands-on approach —iteration and improvement above all.

📌 Key Areas of Interest

🔹 Compliance & Contracting – U.S. Government acquisition processes, export controls, and regulatory frameworks.
🔹 Data-Driven Research – Python-based economic analysis and policy evaluation.
🔹 Security & Infrastructure – Learning network security, homelab setups, and best practices.
🔹 Automation & Scripting – Tools that save time, reduce errors, and enhance efficiency.

🚀 Coming Soon: My Next Repo

🔧 "Build Your Own Home Lab – From Scratch!"
A step-by-step guide on setting up a homelab—covering everything from hardware selection to networking basics.

💡 Topics:
✔️ Selecting the right hardware for your homelab
✔️ Setting up virtual machines & containers
✔️ Configuring firewalls & network security

This project will be a practical guide for anyone looking to build a secure, self-hosted environment. 🏡💻

🖥️ Lesson of the Month: (Placeholder)

Each month, I’ll highlight a quick tech lesson, troubleshooting tip, or concept breakdown that I’ve learned and found useful.

📝 Topic TBD for this month—check back soon!

📫 Let’s Connect!

💼 LinkedIn
📜 Open to discussions on compliance, automation, and cybersecurity

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  1. Hamiltonius.github.io Hamiltonius.github.io Public

    Responsive Business Homepage Template for a Veteran-Owned Tech Company

    HTML 1

  2. Aircraft-Data-CSV-Generator Aircraft-Data-CSV-Generator Public

    Operation Lusty 2.0: A Python tool simulating the aircraft transfer lifecycle from RFP to delivery, generating realistic aviation data in CSV format for analysis and testing.

    Python

  3. Brute-Force-example Brute-Force-example Public

    Demonstrates brute-force algorithms with practical applications, including password-cracking exercises.

    Python

  4. compliance_app compliance_app Public

    A Flask-based web app that screens PDF documents for compliance terms from GDPR, NIST, and FAR frameworks, with a user-friendly interface for viewing and highlighting flagged terms.

    Python

  5. PDF-Contract-Parser PDF-Contract-Parser Public

    Automates contract data extraction from PDFs to Excel, saving time and enhancing accuracy by capturing details like Contract ID, Period of Performance, and CLIN descriptions.

    Python 1 1

  6. Credit_counter Credit_counter Public

    Credit risk classification using logistic regression, decision trees, and random forests.

    Jupyter Notebook