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marwab11/README.md

Hi, I’m Marwa 👋

CS Master’s student with a background in bioengineering, research, and technical problem-solving.
I enjoy design, data analysis, ML, and learning new tools.
Open to roles in engineering, data, ML, and software that let me build, improve, and solve real problems.

Python NumPy Pandas scikit-learn Dash/Plotly License: MIT

🔥 Featured Projects

1) Cleveland Heart Disease — Logistic Regression

NumPy gradient descent, clean metrics & plots, auto split from a single CSV.
Repo: https://github.com/marwab11/cleveland-logreg

2) Medical Malpractice Claims — Interactive Dashboard

Dash/Plotly app for EDA: distributions, normality tests, k-means clustering, and OLS regression.
Repo: https://github.com/marwab11/malpractice-dashboard

🛠️ Skills

Python · NumPy · pandas · scikit-learn · statsmodels · Dash/Plotly · Matplotlib/Seaborn · Git/GitHub

📫 Contact

Pinned Loading

  1. files files Public

    files

  2. cleveland-logreg cleveland-logreg Public

    Logistic regression (NumPy + gradient descent) on the Cleveland heart dataset. Reproducible splits, metrics, and plots.

    Python

  3. malpractice-dashboard malpractice-dashboard Public

    Medical malpractice claims EDA & dashboard (Dash/Plotly). Distribution, normality, k-means clustering, and regression.

    Python

  4. marwab11 marwab11 Public

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