Skip to content
View marwab11's full-sized avatar

Block or report marwab11

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
marwab11/README.md

Hi, I’m Marwa 👋

Computer Science Master's student with a background in bioengineering and research, currently working in data analytics and IT. Interested in AI, healthcare, product development, and designing intuitive, accessible technology. I enjoy using data and technology to solve meaningful problems and improve how people interact with information.

Python NumPy Pandas scikit-learn Dash/Plotly

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

3) Bookstore Web Application

Full-stack bookstore application with product browsing, search, cart, and database-backed functionality..
Live Demo: View Bookstore Website

Skills

Programming & Data: Python · SQL · NumPy · pandas · scikit-learn · statsmodels
Data Visualization: Power BI · Tableau · Dash/Plotly · Matplotlib · Seaborn
Web & Databases: React · REST APIs · MySQL · HTML/CSS
Tools: 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