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  • Poznan, Poland

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Achievement: Pull Shark

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Achievement: Pull Shark

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michal-owsiak/README.md

Hi, I'm Michał Owsiak 👋

Data Engineer with a strong interest in Data Science.
Experienced in ETL development, data pipeline orchestration, data mining, processing, statistical analysis, and ML modeling.

⚙️ Tech stack:

Languages & tools: Python T-SQL Oracle

Data & ML: TensorFlow scikit-learn SciPy Pandas NumPy Matplotlib Seaborn

Frontend (bonus skills): JavaScript React.js

Let's connect:

📫 [email protected]

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  1. eeg-emotional-arousal-classification eeg-emotional-arousal-classification Public

    EEG classification project comparing neural network (MLP) with classical machine learning models using EEG bandpower features. Includes training pipeline, performance analysis, and visualizations.

    Jupyter Notebook 1

  2. swps-university-research swps-university-research Public

    Python-based replication of the data analysis from my master's thesis. Includes preprocessing and statistical modeling (ANOVA, regression) of psychological survey data

    Jupyter Notebook

  3. swps-university-research-part-II swps-university-research-part-II Public

    NLP project focused on word frequency analysis, correlation computations, and sentiment classification using transformer-based model (EmoRoBERTa).

    Jupyter Notebook