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Full-stack. From silicon to cloud. From offense to defense.

Architecting adaptive systems across the full stack: FastAPI backends with PostgreSQL persistence, edge ML on Raspberry Pi and ESP32, and automated security loops born from CTF research.

The goal: self-optimizing infrastructure.
Vulnerability detection → automated remediation.
Performance drift → real-time parameter tuning.
Threat detection → dynamic defense adaptation.

Zero Trust throughout the stack — from hardware isolation to API authentication. Every signal feeds back into the loop.

HackBox Mini — Portable AI security lab
DevSec-AIOps — Self-healing security automation
CodeTuneStudio — AI code optimization
Red-Team MCP — Offensive security + AI

stack = {
    "backend": ["FastAPI", "Python", "PostgreSQL"],
    "edge": ["Raspberry Pi", "ESP32", "PyTorch", "TensorFlow"],
    "security": ["Kali", "Parrot OS", "Zero Trust"],
    "frontend": ["React"],
    "pattern": "Full-stack vertical control"
}
'''

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Signal


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Connect

📧 rbf.311@gmail.com
💬 Discord — yourhandle
🐦 Twitter — @yourhandle

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“Code that learns. Systems that defend. Machines that evolve.”