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ruialexrib/README.md

Hi, I'm Rui Ribeiro 👋

Profile ViewsGitHub followers

👨‍💻 About Me

I hold a Master's degree in Business Intelligence and Analytics, a postgraduate degree in Enterprise Information Systems Management, and a Bachelor's degree in Accounting and Management.

I combine programming and artificial intelligence to support data-driven decision making, bridging technology and management to deliver measurable value for organisations.

🛠️ Tech Stack

Languages

C#PythonJavaScriptSQL

Data & Analytics

Power BISQL ServerPandasNumPy

AI & Machine Learning

TensorFlowscikit-learn

🔍 Areas of Interest

Machine LearningDeep LearningBusiness IntelligenceData AnalysisSoftware DevelopmentDecision Support Systems

💡 Personal Motto

"Talent is 1% inspiration and 99% perspiration."
Adapted from Thomas Edison

🤝 Support / Contribute

If you find my work useful and would like to support ongoing development and knowledge sharing, you can do so here:

Buy Me a Coffee

Your support helps me continue building and sharing open-source projects and technical content. 🙌

📫 Feel free to explore my public repositories or connect with me.

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  1. legal-rag-ptlegal-rag-ptPublic

    Experimental RAG pipeline for semantic search over Portuguese legal documents using the Porto Municipal Regulatory Code, bge-m3, Ollama, and Qdrant.

    Jupyter Notebook 1

  2. legal-rag-pt-n8nlegal-rag-pt-n8nPublic

    Local n8n RAG workflow for the Porto Municipal Regulatory Code

    1

  3. clara-rag-ptclara-rag-ptPublic

    Local RAG system for natural-language consultation of Portuguese legislation using BGE-M3, Qdrant, AMALIA-9B, FastAPI, and Open WebUI.

    Jupyter Notebook

  4. legal-embeddings-finetuning-ptlegal-embeddings-finetuning-ptPublic

    Fine-tuning BGE-M3 for semantic retrieval over Portuguese legal documents using LoRA/PEFT and hard-negative mining.

    Jupyter Notebook

  5. n8n-ai-business-intelligence-briefingn8n-ai-business-intelligence-briefingPublic

    Self-hosted n8n workflow that monitors leading AI and Business Intelligence sources, generates a professional HTML executive briefing with a local Ollama model, and delivers it by email. Includes D…

  6. ruialexrib.github.ioruialexrib.github.ioPublic

    Bilingual personal website focused on management, Business Intelligence, Artificial Intelligence, training, and applied research.

    HTML