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Projects.

What I cannot create, I do not understand. - Richard Feynman

Reproductions

  • detr

    Reproduction of Detection Transformer.

  • vit

    Reproduction of ViT (Vision Transformer), DeiT, and Swin Transformers.

  • gpt2

    Reproduction and attempt at pretraining GPT-2.

  • diffusion

    Reproduction of denoising diffusion probabilistic models.

  • simgan

    Reproduction of SimGAN in TensorFlow 2.

Side-projects

  • yolo11.cpp

    Minimal YOLOv11 inference wrapper using OpenCV DNN with efficient class filtering NMS.

  • facial-landmarks-cnn

    CNN for detecting facial landmarks with head pose estimation.

Experiments

  • micrograd-tensor

    Tiny autograd engine similar to PyTorch, with tensor and NN APIs.

  • llm-bpe

    Minimal implementation of Byte Pair Encoding used in LLM tokenization.

Misc

  • afcfruits.com

    A friend's business site that I built and manage.

  • kayal

    Minimal and lightweight Hugo theme with markdown-ish aesthetics.