Hassan Nasir completed Machine Learning for Automotive

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 translated the results into a CPO pricing recommendation with manual-review safeguards for unusual listings.

• Exploratory Data Analysis
• Leakage-Free Feature Engineering
• Honest Model Evaluation
• Business Translation