What JYOTI demonstrated

Built an end-to-end used-car pricing analysis for VW and Audi listings in the UK market. Combined the datasets, performed EDA, engineered predictive features, trained and compared Linear Regression and Random Forest models, and used the results to recommend an automated CPO pricing pipeline based on the stronger model’s lower error and higher R².

• Leakage-Free Feature Engineering
• Comparative Model Evaluation
• Business Translation of ML Results