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Working from home
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Working from home
28 followers · 19 following

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Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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@ieeeufal

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JuliaOli/README.md

Hi there! I'm Julia 👋

ML Engineer focused on embedded AI and applied research. M.Sc. in Computer Science — deployed neural networks on ESP32-S3 with TFLite. Currently open to ML Engineer and Edge AI remote roles.

About me

  • 🧠 M.Sc. Computer Science — ML for Embedded Systems (UFAL)
  • 🎓 B.Eng. Computer Engineering (UFAL)
  • 📚 Postgraduate in Software Engineering (in progress)
  • 🔬 Research background: ET₀ prediction with ANN + TFLite on ESP32-S3
  • 🌍 Based in Maceió, BR — open to remote globally
  • 🩰 Hobbies: reading, playing cozy games, and slow walks in the neighborhood

Tech Stack

ML & Embedded

Python TensorFlow Keras C++ ESP32

Engineering

Docker FastAPI TypeScript React Git

Featured Projects

🌱 eto-neural-edge — ET₀ prediction with ANN (updated)

🔧 ETo-Embedded-Model — ET₀ prediction with ANN TFLite on ESP32-S3 + C++ inference engine for embedded deployment (updated)

⚙️ confval — CLI tool for JSON/YAML config validation with pytest (coming soon)

Contact

LinkedIn Gmail

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  1. SDN-Monitor SDN-Monitor Public

    SDN based network with Mininet emulator and Onos Controller (Monitoring and Learning).

    Python 4

  2. BodyCapture BodyCapture Public

    Body capture using Kinect for Windows v2

    C# 1

  3. eto-neural-edge eto-neural-edge Public

    Predicting reference evapotranspiration (ET₀) with neural networks deployed on embedded hardware — enabling low-cost, on-device irrigation decision support for agriculture.et0-neural-edge

    Jupyter Notebook

  4. eto-embedded-models eto-embedded-models Public

    C++

  5. Soil-Monitoring-System Soil-Monitoring-System Public

    C++