ندى ي.

Although I am at the start of my data analysis career, I have gained experience through academic projects, including data cleaning, analysis, and visualization using Python and Excel. In my graduation project, I analyzed real estate data, performed preprocessing, and integrated AI to support informed decisions. I also completed a Data Science diploma and the Digital Egypt Initiative, enhancing my skills in data analysis, machine learning, and real-time data application.