MKMag Kowalczuk
@magkowalczuk
Data person with a creative twist
NetherlandsWhat I'm looking for
I'm Magdalena Iloveturningmessydatainto clear, practical solutions, a mix of analytical and hacking skills, plus a dash of creativity. I'm always learning and enjoy bringing people together to share ideas and knowledge.
With a strong background in data science and machine learning, I've worked on various projects, including compensation prediction, decoding autistic masking, and predicting metastatic cancer diagnoses. I'm passionate about creating practical solutions and bringing people together to share ideas and knowledge.
In addition to my technical skills, I'm a resourceful problem-solver with a positive attitude and humor. I've also taught over 100 adult non-Dutch speakers to proficiency, aiding their integration into Dutch society and career transitions.
Experience
Work history, roles, and key accomplishments
Open-source Contributor
Scikit-learn
Mar 2023 - Present (2 years 2 months)
Contributed to Scikit-learn by creating methods for abstraction layer for TensorFlow, Keras, and pyarrow in Narwhals.
Dutch Teacher
Self-employed
Jan 2012 - Present (13 years 4 months)
Taught over 100 adult non-Dutch speakers to proficiency, aiding their integration into Dutch society and career transitions.
Artist and Producer
Self-employed
Jan 2012 - Present (13 years 4 months)
Created over 200 murals, produced music videos, and organized workshops for Amnesty International and Stedelijk Museum.
Compensation-prediction Model
Self-study
Developed a model to predict salaries using Python, scikit-learn, Streamlit, and Docker.
Education
Degrees, certifications, and relevant coursework
Mag hasn't added their education
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Location
NetherlandsAuthorized to work in
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