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matjsz/README.md


Hi! I'm Matheus Silva.

Machine Learning Developer focused on NLP, Computer Vision and AIOps.


πŸš€ About Me

I'm a ML developer blending creativity with technical expertise to build intelligent systems. My work focuses on:

  • πŸ€– Democratizing AI through user-friendly frameworks
  • πŸ“š Bridging the gap between research and real-world applications
  • πŸ” Optimizing ML workflows for production environments.

Highlighted Projects

  • ALF-T5: Open-source framework simplifying Neural Machine Translation (NMT) fine-tuning.
  • Shard: Open-source Python package to simplify LLM fine-tuning from hundreds of lines of PEFT LoRA implementation on causal decoder architectures to a couple lines of Shard code.

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  1. alf-t5 alf-t5 Public

    ALF-T5 - Adaptative Language Framework for T5 is a Machine Learning framework for Neural Machine Translation Systems training and, subsequently, bidirectional translation.

    Python 10 1

  2. shard shard Public

    Shard is an open-source LLM tuning package for Python, which can turn any causal LLM into a specific character.

    Python 2

  3. odin odin Public

    Odin is an open-source framework for managing big computer vision projects that are based on YOLO.

    Python 2

  4. tiger tiger Public

    TIGER (Three dimensional Image GeneratoR) is a 3D reconstruction framework capable of generating point clouds from 2D images similar to LIDAR, but using SfM algorithm with OpenCV.

    Python 3 1

  5. galaxy-classifier galaxy-classifier Public

    Convolutional 2D Deep Neural Network for Galaxy Classification.

    Python 2

  6. thenomad thenomad Public

    My personal blog.

    JavaScript 2