What Harshith demonstrated

Built an end-to-end used-car pricing analysis for VW and Audi listings in the UK market. The work combined exploratory analysis, feature engineering, and model comparison, then translated the results into a clear pricing recommendation for a Certified Pre-Owned team. The candidate demonstrated strong judgment in interpreting price drivers and communicating model value in business terms.

• Exploratory Data Analysis
• Model Comparison and Metric Interpretation
• Business Translation of ML Results