8000 JuliaOli (Maria Júlia) · GitHub
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JuliaOli/README.md

Hi there! I'm Julia 👋

Software Engineer focused on applied research and embedded AI. 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. 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

  2. eto-embedded-models eto-embedded-models Public

    Forcast reference evapotranspiration (ET0) based on minimum and maximum temperature values, humidity and wind speed running a TensorFlow Lite for Microcontrollers model on an ESP32 S3 microcontroller.

    C++

  3. Soil-Monitoring-System Soil-Monitoring-System Public

    This project is a low budget sensor monitoring system for soil moisture and soil temperature connected to the ThingSpeak cloud platform.

    C++

  4. SDN-Monitor SDN-Monitor Public
    4550

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

    Python 4

  5. BodyCapture BodyCapture Public

    Body capture using Kinect for Windows v2

    C# 1

0