GSXR-CTI
Offline local-LLM threat-intelligence assistant — 285k+ CVEs, MITRE ATT&CK, 450k training samples. No API keys.
PythonLLMCTI
Player: AHMED SABRY · Class: AI Researcher / Cybersecurity Ninja · Quest: build smart logistics, hack things for good, and level up the web. Currently grinding: zero-trust ML pipelines & freight optimization.
Offline local-LLM threat-intelligence assistant — 285k+ CVEs, MITRE ATT&CK, 450k training samples. No API keys.
Freight-rate comparison tool (TypeScript) — real-world rate intelligence for forwarders & shippers.
Stealth shipping-schedule aggregator · 80s retro terminal UI · Node.js + Playwright + jsPDF.
May 2025 • AI Security
How data-poisoning attacks are mitigated with runtime model attestation.
Apr 2025 • Logistics AI
Fine-tuned LLM extracts HS codes from messy shipping docs — 70% less manual entry.
Occasional notes on research, open-source drops, and talks. No spam, ever.