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fernandanlisboa/README.md

Hi there! I'm Fernanda 👋

👩‍💻 I'm an AI & Machine Learning Engineer focused on bridging the gap between advanced mathematical modeling and scalable software delivery. With experience in applied industrial R&D (Ford, Fraunhofer, HP), I specialize in architecting MLOps pipelines, Generative AI (RAG/Agents), and Edge Computer Vision. 🚀


🚀 Tech Stack & Tooling:

🧠 AI & Machine Learning:

🛠️ MLOps & Cloud Infrastructure:

⚙️ Data Engineering & Backend:


📌 Featured Architectural Projects:

  • 🏗️ Artisan API Platform – Robust backend built with FastAPI using Layered Architecture, ORM, and comprehensive TDD (unit, API, and integration tests).
  • Hexagonal Example - Simple project to test and to example a Hexagonal Architecture Application with Python.

📚 Current R&D Focus:

  • Advanced GenAI Architectures: Orchestrating autonomous agents and multi-step reasoning workflows.
  • Enterprise MLOps: Zero-downtime model serving and automated CI/CD pipelines.

📊 GitHub Statistics:


🌍 Let's Connect:

💡 Always open to discussing MLOps, AI architectures, and data-driven solutions! Let's connect! 😃

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  1. diabetes_av_int_comp diabetes_av_int_comp Public

    Trabalho desenvolvido como avaliação da II unidade da disciplina Inteligência Computacional Ministrada pelo professor José Grimaldo no Centro Universitário SENAI CIMATEC.

    Jupyter Notebook

  2. clustering_countries clustering_countries Public

    Project developed for assessment 1 of the subject Advanced Topics in Computational Intelligence, lectured by Professor Brian Varjão, in the Computer Engineering course at SENAI CIMATEC.

    Jupyter Notebook

  3. artisan-platform artisan-platform Public

    Python

  4. DataMiningPI DataMiningPI Public

    Forked from jfdac11/DataMiningPI

    Projeto desenvolvido para a mineração de dados sobre doenças acometidas na população durante o período da pandemia do COVID-19.

    Jupyter Notebook

  5. DreamTeamJOJO/theoprax_backend DreamTeamJOJO/theoprax_backend Public

    Backend do aplicativo de reserva de vagas

    C#