maryam munaf

Recent Master's student in Software Technology with a strong foundation in Computer Science and a keen interest in data analysis. Proficient in tools like Python, SQL, Excel, and Power BI. Experienced in working with datasets, visualizing trends, and delivering actionable insights. Passionate about solving real-world problems through data.

Online Projects
June 2024 – Present

Completed data cleaning and visualization tasks for small businesses using Excel and Google Sheets

Analyzed sales and inventory data for a retail client, resulting in a 15% cost reduction

Built a customer churn prediction model as a personal portfolio project using Python

Master of Science in Software Technology
Stuttgart University of Applied Sciences (HFT Stuttgart), Germany
Expected Graduation: 2026

Relevant Coursework: Data Analytics, Machine Learning, Databases, Business Intelligence, Statistics, Big Data Processing

Tools & Technologies: Python (Pandas, NumPy, Matplotlib, scikit-learn), SQL, Power BI, Excel, R

Thesis Topic: "Predictive Analytics for Customer Behavior Using Machine Learning" (planned or ongoing)

Developed several projects involving data analysis, visualization, and automation of data workflows