What Garima demonstrated

Built an end-to-end used-car pricing analysis for VW and Audi listings in the UK market. Combined the datasets, explored price and mileage patterns, engineered predictive features, trained and compared Linear Regression and Random Forest models, and delivered a business recommendation for a Certified Pre-Owned pricing team using R², MAE, RMSE, and feature importance.

• Exploratory Data Analysis
• Leakage-Aware Feature Engineering
• Honest Model Evaluation
• Business Translation of Model Results