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Always evolving
☄️
Always evolving
52 followers · 54 following

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

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@orqly

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matjsz/README.md


Hi! I'm Matheus Silva.

Machine Learning Engineer focused on NLP, Computer Vision and MLOps.

🚀 About Me

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

  • 🤖 Democratizing AI through user-friendly frameworks
  • 📚 Bridging the gap between research and real-world applications
  • 🔍 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.
  • Nydra: Open-source Python production-grade template for ML APIs and pipelines. It couples FastAPI + MLflow + Metaflow with security, observability, and deployment patterns that work from laptop to enterprise.

Pinned Loading

  1. alf-t5 alf-t5 Public

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

    Python 11

  2. lsr lsr Public

    Least Squares Regression implementation from scratch

    Jupyter Notebook 6

  3. 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 6 1

  4. odin odin Public

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

    Python 2

  5. galaxy-classifier galaxy-classifier Public

    Convolutional 2D Deep Neural Network for Galaxy Classification.

    Python 2

  6. tensortonic tensortonic Public

    Solutions to the TensorTonic problems.

    Python 1