What Ashutosh demonstrated

Built an end-to-end used-car pricing analysis 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 CPO pricing recommendation. The work includes quantified model gains, feature-driver interpretation, and a clear note on where the current data still limits rollout.

• Exploratory Data Analysis
• Leakage-Free Feature Engineering
• Model Comparison and Evaluation
• Business Translation of Model Results