Sami · 0c33

AI Systems Engineer based in Riyadh, SA.

I design agentic pipelines in pure Python — no framework bloat, no abstraction overhead.
Everything runs locally on AMD RDNA4 via llama.cpp + ROCm.
Security isn't an afterthought: eJPT · eMAPT · eWPT-level web pentesting.

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Technical Focus

• Agentic AI
  Multi-agent orchestration, pipeline design, local LLM inference, pure Python systems

• Infrastructure
  Proxmox · OPNsense · LXC · WireGuard · Cloudflare Tunnel · multi-VLAN homelab

• Security
  Web pentesting (eWPT-level) · network analysis · eJPT certified · eMAPT completed

• Systems & Tooling
  ESP32-CAM · YOLO · ROCm/AMD · SQLite · Go · static-first web (no frameworks unless earned)

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Projects

Project	Description
Agentic AI Architect	Framework-free multi-agent orchestration in pure Python
agent-fitness	Phase-based reasoning pipeline: Analyze → Think → Summarize → Decide
AI Agent Subtitle Downloader	9-agent LangGraph pipeline · Sonarr + SubDL APIs

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Design for clarity. Build for control. Ship without the bloat.