Developed a quick and efficient linear regression model to predict housing prices using real-world data. Implemented data cleaning, feature engineering, and model evaluation (MSE, R² score) using Python and Scikit-learn. Presented as part of Ideathon 2025 under the Python for Data Science course at SRM IST.