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mattral/README.md

🌌 Mattral

Building systems that see and understand

ML Engineer Β· Computer Vision Β· NLP Β· Part-time human being


mattral


✨ Between the lines

I build machine learning systems that bridge the gap between research and reality.
Specializing in computer vision and language models, I care about things that workβ€”and work at scale.

My work lives in two worlds:
the clean abstractions of mathematics,
and the messy reality of production systems.

Current state of affairs:
Building proprietary systems by day,
exploring open questions by night.
(GitHub activity is the calm between storms)


Some truths, in no particular order:

  • Morning ritual: coffee, ambient music, checking if the model converged
  • Believe in elegant systems over clever hacks
  • Forever fascinated by how machines learn to see
  • Existential crisis: optional but often included
  • Keep my life private, my code public, and my commits clean
  • Currently more active in proprietary realms than GitHub's public squares

πŸ›  Tools of the trade

Selected with intention, used with purpose.

Perception & Intelligence


Infrastructure & Scale


Data & Systems


Craftsmanship



🌐 Connect & context



🎢 Current frequency



πŸ“Š Rhythm & motion

The quiet work behind the scenes.

mattral

mattral


snek

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Where mathematics meets the machine,
and curiosity meets code.


"Most of my interesting work happens in private repositories.
Consider this GitHub the quiet cafe where I work on side projects
when the proprietary systems are sleeping."

Pinned Loading

  1. ML-AI-Algorithms-from-scratch ML-AI-Algorithms-from-scratch Public

    implementation of several Supervised, Unsupervised, Bayesian, Neural Networks and Reinforcement Learning Algorithms from scratch with only numpy and basic libs.

    Python 29 3

  2. NOTE-Best-Practices-for-Computer-Vision NOTE-Best-Practices-for-Computer-Vision Public

    Best Practices for Computer Vision

    Python 41

  3. Kolmogorov-Arnold-Networks Kolmogorov-Arnold-Networks Public

    customizable neural network architecture based on Kolmogorov-Arnold Networks (KANs), utilizing TensorFlow

    Python 16 1

  4. Assembly-Testing Assembly-Testing Public

    Assembly Language for simple operations

    Assembly 7

  5. Art-GANs Art-GANs Public

    Art work generation with generative adversarial networks

    Python 7