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  • São Paulo

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RegiMaria/README.md

💜 Hi, I'm Regilene Mariano

Data Engineer · former teacher for almost 20 years · passionate about data, AI and lifelong learning

🧭 About me

🏫 I was a teacher for almost 20 years:I learned that teaching is, at its core, turning data into meaning for people.

⚙️ Today I work as a Data Engineer, building pipelines, automating workflows and exploring the cloud universe.

🎓 Postgraduate in Data Science · MBA in Agents, LLM & RAG in progress at FIAP · currently studying Mathematics.

📐 I believe math is the language of data and it is never too late to become fluent in it.

💼 Experience

▸ Data Engineer: data ingestion, transformation and orchestration pipelines in cloud environments

▸ Automation & AI: building solutions with AI agents, LLMs and RAG architecture

▸ Education (almost 20 years): leadership, communication, people management and collective knowledge building

▸ Research & Technical Writing: articles on data architecture, Spark, data warehousing, distributed databases and more

🤝 Let's connect!💜 Let's connect!

I love exchanging ideas about data, AI and education. Find me here 👇

LinkedIn

Gmail

✍️ Latest Articles

💜 Eval Gates, Guardrails & Ratchet Mechanism: functional correctness gates para AI-generated code

💜 Mapeamento de Experiências: que experiência o cliente precisa ter para atingir o resultado da compra?

📌 You might also like

💜 RAG para iniciantes + projeto prático

💜 Visão geral -Pipeline RAG

💜 Guia maturidade RAG

🛠️ Tools & Technologies

Python SQL Apache Spark Apache Airflow AWS GCP Azure Docker Anthropic OpenAI LangChain Hugging Face Power BI PostgreSQL MongoDB Git dbt Databricks LangChain

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  1. LLM-Evaluation-Prompts LLM-Evaluation-Prompts Public

    Projeto que compara 3 estratégias de prompt × 3 provedores de LLM numa tarefa fixa de classificação de sentimento (NPL) no domínio de supply chain de peças para caminhões.

  2. finance-agent-mcp finance-agent-mcp Public

    Forked from LuGodoy/finance-agent-mcp

    Forked from LuGodoy/finance-agent-mcp — estudos e melhorias em MCP + LLM

    Python 2

  3. DeepEval-project DeepEval-project Public

    Projeto de avaliação de sistemas RAG usando DeepEval + Confident AI

    HTML 1 1

  4. RAGAS-project RAGAS-project Public

    Projeto exemplo para estudar geração de golden dataset (evaluation set) com RAGAS em uma aplicação RAG.

    HTML 1 1

  5. recipe-rag-system recipe-rag-system Public

    Projeto desenvolvimento de agentes, pipelines e lógica de RAG

    Python