Skills

The way I work with data, from the raw source to something people can use.

pipeline.py

from ruqaya import collect, transform, model, deliverdef run(source):    # 1. Get the data    # scraping (BeautifulSoup, Requests), REST APIs,    # webhooks, OCR for documents, CSV and SQL sources    raw = collect(source)    # 2. Clean and shape it    # Pandas, NumPy, SQL Server, MySQL, data cleaning and EDA    clean = transform(raw)    # 3. Learn from it    # scikit-learn, linear and logistic regression, classification    insight = model(clean)    # 4. Put it to work    # Matplotlib, Seaborn, n8n workflows and RPA,    # AI agents with LLMs    return deliver(insight)

languages_and_tools.txt

Python
C++
JavaScript
HTML
CSS
PHP
Laravel
SQL
MySQL
Git
VS Code
n8n

foundations.txt

Linear algebra
Probability and statistics
Algorithms
Data structures
Problem solving

spoken_languages.txt

Arabic, native
English, B2
German, A2