About PriceMyCar
Democratizing automotive data to make buying and selling used cars transparent and fair.
The Problem
The used car market is notoriously opaque. Buyers often overpay due to information asymmetry, while sellers struggle to price their vehicles competitively without leaving money on the table.
Our Solution
We built PriceMyCar to bridge this gap. By leveraging a dataset of 4,340 historical transactions and applying advanced machine learning techniques (HistGradientBoosting Regressor + 10-factor condition scoring), we provide real-time, highly accurate valuations that reflect the true state of the market today.
Contribution
The Condition Adjustment System was proposed to address a key limitation: ML models trained on listing data cannot account for physical state at point-of-sale. Our 10-factor penalty model fills this gap using empirical depreciation research.
The Dataset
CarDekho India used car listings (Kaggle)