Built a house price prediction application for the Tunisian market using a Linear Regression model, with responsibilities spanning data cleaning, dimensionality reduction, outlier detection, model construction, and developing a user-friendly interface with optimized backend-to-frontend communication. Achieved 83% prediction accuracy with the Linear Regression model, providing reliable price estimation for real estate properties.