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%!