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gammag4/README.md

Hey, I'm Gabriel Maia

| English | Português |

3D Novel View Synthesis renderer

  • 👨🏽‍💻 Machine Learning and Computer Vision engineer with focus in Neural Networks with strong background in math, algorithms and engineering.
  • 🔍 Seeking for opportunities to apply my skills in CV/ML roles where I can contribute to real-world applications.

Tech Stack

ML & Computer Vision: PyTorch, OpenCV, Scikit-Learn, DLib, NumPy, Pandas, FFmpeg

Languages: Python, Rust, C/C++, Julia, Haskell, MATLAB, Java, Kotlin

Other: CUDA, OpenGL, Docker, Git, Linux, Arduino

Knowledge

  • Neural Networks: Transformers, ViTs, CNNs, RNNs, LSTM, Autoencoders, ResNets, NeRF, LVSM
  • Computer Vision: 3D novel view synthesis, object/face/gesture detection, facial recognition, image classification
  • Image Processing: Spatial/spectral filtering, histogram analysis, feature extraction, wavelets
  • Machine Learning: Regression, classification, clustering, dimensionality reduction, ensemble methods, simulated annealing
  • Math: Linear algebra, calculus, probability & statistics, differential equations, signals & systems
  • Simulation: 3D rendering
  • Software Engineering: Agile (XP, Scrum, Kanban), SOLID, Clean, REST APIs, unit testing

Pinned Loading

  1. dvst dvst Public

    LVSM - Large View Synthesis Model

    Jupyter Notebook 1

  2. pytorch_nvs_renderer pytorch_nvs_renderer Public

    OpenGL renderer for 3D Novel View Synthesis PyTorch models that renders tensors directly from GPUat renders tensors directly from GPU

    Python 1

  3. keybLayoutOptimizer keybLayoutOptimizer Public

    Keyboard layout optimizer using Simulated Annealing

    Julia 1

  4. PistoleiroPaco PistoleiroPaco Public

    Trabalho de Oficinas de Integração

    TeX 1

  5. CuscuzBane CuscuzBane Public

    Joguin do Canga Cero kkk

    C# 1

  6. NewHome NewHome Public

    NewHome - App de projeto integrado 3

    Kotlin 1