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KwabenaBellz/README.md

Olaoluwa Bello — EKG Empire

AI/LLM engineer. I build sovereign AI agents that stay alive — and I maintain what I ship.

🌐 The empire, live: sovereignempire.netlify.app 🛡️ Flagship: GUARDIAN — a live AI health companion for families

What I run in production, 24/7

System What it is
GODMODE Autonomous multi-model agent — cost-aware routing across Claude / Gemini / NVIDIA / local models, safe tool execution behind an allow · confirm · block gate, hands-free voice loop, long-term memory
GUARDIAN Multi-tenant Telegram health companion — deterministic emergency escalation that surfaces the correct local emergency number the instant a red-flag symptom appears. The safety path is hard-coded; it never depends on a model "deciding" to help
NOVA Conversational assistant with long-term memory and provider failover
EKG Sovereign Deep-RL (PPO) trading research system — validated out-of-sample on locked holdout data, live shadow mode, hard risk gates, circuit breakers, kill-switch → EKG-Empire

The doctrine — six rules I don't break

  1. Ground truth over vibes — every number a system states must come from a tool or a file read, never from model imagination.
  2. Deterministic where it matters — emergency paths and risk limits are code, not prompts.
  3. Assume the world fails — provider failover, watchdogs, autostart. Power cuts included.
  4. Audit against reality — I check my systems against broker statements and logs, and correct them when they're wrong.
  5. State is sacred — memory and sessions survive restarts; backups run daily.
  6. Ship, then keep it alive — maintenance is the product.

Stack: Python (async) · Anthropic / Gemini / NVIDIA / Ollama · RAG & vector memory · Telegram / WhatsApp · MT5 · Windows & Linux

📫 belloolaoluwa@outlook.com · LinkedIn · Instagram

Built by hand in Lagos 🇳🇬 — out of Africa, onto the frontier.

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