Swastik Roy completed Machine Learning for Automotive

Built an end-to-end used-car pricing workflow for VW and Audi listings: combined the datasets, explored price and mileage patterns, engineered predictive features, trained and compared Linear Regression and Random Forest models, and translated the results into a Certified Pre-Owned pricing recommendation. The work shows practical data analysis, model evaluation, and business-facing communication.

• Exploratory Data Analysis
• Feature Engineering
• Model Comparison
• Business Communication