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Hi 👋, I'm Sebastian

A passionate Bioinformatician and ML Engineer

sroener

  • 🔭 I’m currently working on a project that leverages genomic data for cancer detection
  • 🌱 I’m currently learning MLOps and about transformer architectures
  • 💡 I'm interested Bioinformatics, Data Science and Machine/Deep Learning
  • ⚡ Ask me about Deep Learning, LGBM, scikit-learn and Workflow management
  • 💬 Talk to me about science fiction, xkcd, tech, podcasts and many more

sroener

sroener

Languages and Tools:

python  LightGBM  R  docker 

Data Science:

pandas  numpy  Matplotlib  seaborn  dask  Snakemake  conda  jupyter 

Machine Learning:

tensorflow  keras  sklearn  LightGBM  LightGBM 

Sebastian R's Projects

bedtools2 icon bedtools2

bedtools - the swiss army knife for genome arithmetic

csaps icon csaps

Cubic spline approximation (smoothing)

deeptools icon deeptools

Tools to process and analyze deep sequencing data.

eccb2020 icon eccb2020

ECCB2020 tutorial: Using Deep Learning For Image and Sequence Analysis

gcparagon icon gcparagon

commandline tool for fast computation and correction of GC biases in WGS DNA datasets from liquid biopsy samples taking the fragment length into account

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

snakemake icon snakemake

This is the development home of the workflow management system Snakemake. For general information, see

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