Shanzia is a Machine Learning Engineer, Python enthusiast, and Real Python contributor with a background in data science, machine learning, and research. Her interests include machine learning, computer vision, and practical applications of AI.

She enjoys exploring new technologies, working on research projects, and using Python to turn ideas into practical solutions. Through her writing, she hopes to make technical concepts approachable and help other Python developers learn through clear, hands-on examples.