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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.


🖥️ Lesson of the Month: How Export Controls Reshape Innovation

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

📌 This Month's Topic: Export Controls & the Innovation Paradox

U.S. export controls aim to slow China's semiconductor development, but an unintended consequence is the acceleration of domestic innovation. With funding from the Big Fund 3.0, China has aggressively invested in AI and semiconductor manufacturing, rapidly advancing 7nm chip production without EUV lithography. While restrictions limit access to cutting-edge Western tech, they also force adaptation—reshaping global supply chains and pushing China toward self-sufficiency.

🔍 Takeaway: Export controls don’t just restrict technology; they also redirect innovation, creating unpredictable shifts in global competition.


🚀 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. 🏡💻


📫 Let’s Connect!

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

Pinned Loading

  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 modeling the end-to-end transfer of military aircraft, from RFP to delivery. It generates realistic aviation data, storing it in SQL & MariaDB for structured trac…

    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, reducing manual entry and improving accuracy. This tool captures key details like Contract IDs, Period of Performance, and other essential des…

    Python 1 1

  6. Credit_counter Credit_counter Public

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

    Jupyter Notebook