Yere

59
reputation
2
8

Sporty physicist (with a Data Science master's) that has interest in Computer Science (CS), Math and Data Science (specially Deep Learning). I work as a developer of Deep Learning algorithms in medical imaging. I really like the details and the hard challenges.

Currently, my purpose is to learn the fundamentals of CS, specially:

  • Algorithms & Data Structures
  • Networking
  • Software Design
  • Improve in Databases
  • High Performance Computing
  • Parallel Computing
  • Operating Systems

And the following technologies:

  • Linux (user level, I already know a bit)
  • SLURM (user level)
  • C (or variant)
  • MLFlow
  • AWS
  • Docker
  • Kubernetes
  • Facebook-Hydra
  • Flask
  • React (only the basics, just to understand better web technologies)
  • Elastic Stack (the basics)
  • Spark
  • Scala

I know a bit of:

  • Python: numpy, pandas, statmodels, scikit-learn, scipy, regex, nltk, logging, subproces, etc.
  • monai
  • torchIO
  • PyTorch & PyTorch Lightning
  • WANDB Lightning API
  • R

My objective is ambitious and long-term, but with your help it will be accomplished 100%!