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guifnpaiva/README.md

Hi, I'm Guilherme 👋

Control Systems Engineer & Software Developer who enjoys building things
that actually work and obsessing over smarter ways to make them work better.

LinkedIn Email


About Me

  • 🎛️ Control & Systems Engineer at Embraer — Aerospace & Defense
  • 🎓 M.Sc. candidate at ITA, researching learning-based control of dynamical systems
  • 🤖 At the intersection of Control Theory, ML/DL, and real-world engineering
  • 📱 Mobile developer — turning ideas into apps people actually use
  • 📍 São José dos Campos, Brazil

Important

GitHub doesn't capture most of what I do. The real work is elsewhere. (confidential)


🔭 Currently

Building → System integration, V&V, and simulation-based engineering for aerospace & defense programs at Embraer (MATLAB/Simulink, model-based design).

Researching → Learning-based and neural network approaches for nonlinear dynamical systems — focused on stability, robustness, and interpretability (M.Sc. @ ITA).


Stack

Control & Simulation
MATLAB Simulink

Systems & Embedded
C C++ Qt Linux

Data & ML
Python TensorFlow Scikit-Learn

Mobile
Flutter Dart


🏆 Highlights

  • 🥇 Embraer Engineering Award — Product Solutions (2025)
  • 🥇 Embraer Engineering Award — Lean & Agile Thinking (2024)
  • 📡 Radar Signal Processing & Matched Filter Simulation — MATLAB/Simulink
  • 🌿 Coffee Leaf Disease CNN — 99.65% accuracy, deployed on-device via TensorFlow Lite + Flutter

Pinned Loading

  1. aircraft-flare-lqr-observer aircraft-flare-lqr-observer Public

    LQR state-feedback and reduced-order observer for aircraft landing flare control. Includes continuous and discrete (Simulink) implementations. Academic project at ITA.

    MATLAB

  2. coffee-leaf-disease-classification-case-study coffee-leaf-disease-classification-case-study Public

    Computer vision and mobile AI case study for coffee leaf disease classification using CNN, TensorFlow Lite, and Flutter.

  3. Card-Game-App Card-Game-App Public

    A customizable Flutter card game layout for party games, flashcards, trivia, and swipe-based deck experiences.

    Dart 2 2

  4. Inatel-App-Challenge Inatel-App-Challenge Public

    Flutter app built at Inatel's 2022 hackathon with Viasat. Uber-like flow for internet plan hiring.

    Dart