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sanamuqqadus393-arch/README.md

Hi, I'm Sana Muqqadus 👋

Python Developer · Machine Learning · Automation & Web Scraping

LinkedIn   Fiverr   X   Open to Work

Profile views

About Me

I'm a Python developer from Pakistan building real-world projects in machine learning, automation, and web scraping. I enjoy turning data into useful predictions and repetitive tasks into automated workflows.

  • 🔭   Currently working on Python automation tools and ML projects
  • 🌱   Learning: REST APIs with FastAPI · advanced pandas · pytest · deployment with Streamlit
  • 💡   Interests: machine learning, robotics, data science, intelligent systems
  • 💼   Open to freelance projects and internship opportunities
  • 📍   Based in Pakistan (UTC +05:00)
  • 📫   Reach me on LinkedIn or Fiverr

Tech Stack

Languages

Python

Machine Learning & Data Science

scikit-learn pandas NumPy Matplotlib Jupyter

Automation & Scraping

Selenium BeautifulSoup Requests

Tools & Platforms

Git GitHub VS Code Google Colab

Featured Projects

🔬 Breast Cancer Classification

Classifies breast tumors as malignant or benign using logistic regression. Achieves 94–97% accuracy on 569 patient samples with 30 features.

Tech: Python · scikit-learn · pandas · Matplotlib

Repo

✅ To-Do List Application

Command-line task manager with categories, due dates, completion tracking, and persistent file storage. Built with OOP and fully unit-tested.

Tech: Python · OOP · File I/O · pytest

Repo

🎲 Dice Rolling Game

Interactive dice simulator with multi-dice support, roll tracking, and full input validation. Includes 13 unit tests.

Tech: Python · random · pytest

Repo

🤖 More Projects Coming Soon

Currently building: a web scraper, a data automation tool, and exploring robotics with Python.

Stay tuned — check back soon!

GitHub Stats

GitHub stats    Top languages

Currently Learning

learning = {
    "testing":     "pytest — unit tests and fixtures",
    "apis":        "FastAPI — building REST endpoints",
    "deployment":  "Streamlit — deploying ML models as web apps",
    "robotics":    "Python for robotics and intelligent systems",
}

Let's Connect

I'm open to freelance projects, collaborations, and internship opportunities in Python, machine learning, or automation.

 
⭐ If you find any of my projects useful, feel free to star the repo — it helps a lot!

Pinned Loading

  1. Breast-Cancer-Classification-using-Logistic-Regression Breast-Cancer-Classification-using-Logistic-Regression Public

    A simple Machine Learning project that classifies breast cancer as malignant or benign using logistic regression

    Jupyter Notebook 1

  2. Dice-Rolling-Game Dice-Rolling-Game Public

    A Python program that simulates rolling a pair of dice. It allows users to choose how many dice to roll, display results, and tracks the number of rolls during the session.

    Python

  3. To-Do-List-Application To-Do-List-Application Public

    This project is a simple command line To Do List application written in Python. It allows users to manage daily tasks by adding, viewing, completing, and removing tasks. The program also saves task…

    Python