Math Teacher • Data Science • AI & Machine Learning
I am a mathematics teacher with over 15 years of experience, currently transitioning into data science and artificial intelligence. My strong background in math, statistics, and logical thinking allows me to understand machine learning models deeply—not just use them.
I work extensively with Python, data analysis, and applied machine learning, and I am continuously building real-world projects while studying advanced data science programs.
A real-world data analysis project completed as part of the WorldQuant University Data Science Lab. The project involved cleaning time-series data, visualizing trends, analyzing residuals, and evaluating model performance.
Python • Pandas • Statistics • Time Series
Built and evaluated linear and polynomial regression models from scratch to understand parameter estimation, convergence behavior, and model accuracy—without relying blindly on libraries.
Python • NumPy • Machine Learning
📧 Email: Egyptiantutor111@gmail.com
💻 GitHub: https://github.com/AhmedAnterElsayed