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absima/README.md

Hi, I’m Simachew 👋

absima workspace illustration


About me

I’m a Data Scientist and a researcher with a background spanning mathematics, computational neuroscience, and applied machine learning. I design reproducible, data pipelines and statistical models to analyze complex systems and time-dependent data.


What I work on

  1. Time-series analysis & feature extraction
  2. Statistical & predictive modeling
  3. Automated, reproducible data pipelines
  4. Network & system-level analysis
  5. Applied mathematics for data-driven modeling

Tools & technologies

Modeling & data analysis

MATLABPythonNumPypandasSciPyscikit-learnRSQL

Workflow & infrastructure

GitDockerSnakemake


Interests

  • Model validation, uncertainty & robustness
  • Dynamical systems & complex networks
  • Clean scientific visualizations
  • AI-assisted analysis workflows

📍 Germany
🔗 LinkedIn · Website

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