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negraodenio/README.md

Hi, I'm Denio Negrão

AI Systems Architect & Builder
Building production-grade AI systems for real-world and regulated environments.

I don’t build demos.
I build systems that operate.


🧠 What I Do

I design and deploy AI systems where reliability, compliance and scalability matter.

Focus areas:

  • Production RAG systems
  • Multi-LLM orchestration
  • Agentic systems & decision intelligence
  • AI governance & compliance (EU AI Act, GDPR)
  • LLM training & adaptation

🔥 LLM Work (Differentiator)

LusoLLM (GGUF)
Portuguese-focused LLM optimized for local inference and enterprise environments

👉 https://huggingface.co/DenioNG/LusoLLM-v2-GGUF

I don’t just use LLMs — I adapt and deploy them.


🏗️ AI Systems Portfolio

🛡️ CodeGuard AI
AI governance system for code auditing, security and compliance (GDPR, AI Act)

🧠 AegisHub
Mental health & compliance AI system aligned with Portuguese legislation

⚖️ CouncilIA
Multi-agent system for structured decision-making and adversarial reasoning

🎓 Polymath AI
Self-evolving AI learning system with personalized education

🌍 Nexus
Real-time intelligence system for physical environments (validated with MEO)

⚙️ Antigravity Skill
Enterprise GenAI stack (RAG, agents, CI/CD)


🚀 Products

Nzinga AI
https://nzingaai.com
Platform for training and deploying domain-specific LLMs

CouncilIA
https://councilia.com
Decision intelligence platform with multi-agent reasoning


🧩 Core Expertise

  • Retrieval-Augmented Generation (RAG)
  • Multi-LLM orchestration
  • LLM fine-tuning & local inference (GGUF)
  • Agentic AI systems
  • AI governance & compliance
  • End-to-end AI systems (model → infra → product)

🛠 Tech Stack

AI / LLM
OpenAI, Claude, Gemini, Qwen, DeepSeek, OpenRouter
Transformers, embeddings, fine-tuning

Orchestration
LangChain, LangGraph, LlamaIndex

Backend
Python, Node.js, FastAPI
Supabase / PostgreSQL

Infrastructure
Vercel, Azure, serverless architectures


🔬 Current Focus

  • Enterprise-grade RAG systems
  • Multi-agent architectures
  • AI governance & compliance
  • Healthcare AI systems

⚔️ Positioning

I build AI systems that operate in production.

Not prototypes. Not experiments. Real systems.

Pinned Loading

  1. code-guard-ai code-guard-ai Public

    AI system for code auditing, security and compliance (GDPR, AI Act, etc..)

    TypeScript 1

  2. aegishub-ai aegishub-ai Public

    Mental health & compliance AI system aligned with Portuguese legislation

    TypeScript

  3. councilIA-system councilIA-system Public

    Multi-agent AI system for structured decision-making and adversarial reasoning

    TypeScript 1

  4. Polymath-Engine Polymath-Engine Public

    Self-evolving AI learning system with personalized education and autonomous coaching

    TypeScript

  5. nexus-system nexus-system Public

    AI system for real-time intelligence in physical environments

    TypeScript 1

  6. skills skills Public

    Enterprise-grade GenAI stack for building production AI systems (RAG, agents, CI/CD)

    1