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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" } ''' ⸻ Signal ⸻ Connect 📧 rbf.311@gmail.com 💬 Discord — yourhandle 🐦 Twitter — @yourhandle ⸻ “Code that learns. Systems that defend. Machines that evolve.”