What Arunkumar demonstrated

Built an end-to-end used-car pricing analysis for VW and Audi listings in the UK market. Combined the datasets, performed comparative EDA, engineered predictive features, trained and evaluated Linear Regression and Random Forest models, and summarized the business value for a Certified Pre-Owned pricing workflow.

• Exploratory Data Analysis
• Feature Engineering
• Model Comparison and Evaluation
• Business Translation