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metalcycling/README.md

CUDA Docker Kubernetes PyTorch Flyte AWS Google Cloud

Embrace all hope, ye who enter here 👋

I'm Pedro David Bello-Maldonado and I'm a machine learning engineer with a PhD in Computer Science from UIUC. I work on large-scale machine learning infrastructure, distributed training systems, and performance optimization for deep learning workloads.

My work lives at the intersection of:

  • Machine Learning Systems
  • Distributed Training
  • GPU Optimization
  • Cloud Infrastructure
  • MLOps

Pinned Loading

  1. mnist-distributed-training mnist-distributed-training Public

    Distributed training with OpenShift

    Python 1 1

  2. large-language-models large-language-models Public

    LLMs from the ground up

    Python

  3. minislurm minislurm Public

    SLURM cluster on Docker containers

    Vim Script

  4. monkube monkube Public

    Utility to monitor Kubernetes resources in different namespaces (e.g., pods, nodes, etc.)

    Python

  5. mubuntu mubuntu Public

    Ubuntu utilities that I use in my systems

    Shell

  6. susql-operator susql-operator Public

    Go 1