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Achievement: Pull Sharkx2Achievement: YOLO

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Achievement: Pull Sharkx2Achievement: YOLO

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juliooidella/README.md

Julio Cezar Oidella | AI Engineer

I build production-ready AI architectures and data pipelines focused on ROI and operational efficiency. Currently specialized in Agentic AI, MLOps, and FinOps.

🛠 Tech Stack

  • AI/LLMs: OpenAI, Claude, DeepSeek, LangChain, CrewAI, LangGraph.
  • Data & Tooling: Python (Async/FastAPI), DuckDB, Dremio, Airflow, SQL.
  • Architecture: RAG, Model Context Protocol (MCP), Vector Databases, Txt2SQL.
  • Cloud & DevOps: Oracle Cloud (OCI), Docker, GitHub Actions.

🚀 Featured Projects

  • Review CLI: A developer tool (DX) that automates code reviews using AI agents. Built with Python (Typer/Rich) and optimized for low-friction context injection.
  • Txt2SQL Engine: Scalable platform for natural language database querying with process isolation via DuckDB.
  • MCP Proxies: Implementing the Model Context Protocol to bridge legacy systems (Delphi/SQL) with modern LLMs.
  • Nota Paraná Automation: High-performance web scraping using Playwright with asynchronous concurrency for data extraction.

📊 Stats & Contact

  • 🔭 Currently working on: AI Agentic Workflows for Enterprise SaaS.
  • 🎙️ Speaker/Mentor: Translating AI complexity into business value.
  • 💬 Ask me about: LLM integration, FinOps, and why automation must be pragmatic.

LinkedIn | Medium

Pinned Loading

  1. minhas_notas_pr minhas_notas_pr Public

    O Minhas Notas PR é o seu assistente pessoal para o portal Nota Paraná. Ele automatiza aquela tarefa chata de baixar nota por nota, transformando tudo em uma planilha organizada e em relatórios de …

    Python 3

  2. workshop_txt2sql workshop_txt2sql Public

    Este repositório contém o código prático da palestra "Silenciando o Canhão". Ele demonstra a transição de uma arquitetura de análise de dados baseada em scripts Python pesados (Sandbox) para uma ar…

    Jupyter Notebook 1

  3. my-server-mcp my-server-mcp Public

    Um servidor MCP (Model Context Protocol) para integração com Jira Cloud e Discord através do GitHub Copilot no VS Code.

    Python 1

  4. code-review-cli code-review-cli Public

    O Review CLI é uma ferramenta simples que prepara seu projeto para automatizar o Code Review (Revisão de Código) assistido por IA.

    Python 2

  5. yt-download-cli yt-download-cli Public

    O Video-DL CLI é uma ferramenta poderosa e simplificada, construída sobre o yt-dlp, que permite baixar vídeos e áudios com organização automática e alta performance.

    Python

  6. whatsapp-ai-agent whatsapp-ai-agent Public

    🤖 Atendimento automático no WhatsApp com IA (OpenAI/Claude) — responde clientes 24/7 com contexto de conversa. Deploy com Docker Compose.

    Python