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Data Engineering & Integration

Used-Car Market Intelligence

Insights into price movements and margin gaps.

About the Project

Modelling pricing behaviour in noisy marketplaces.

Technical Overview

Data Sources

  • Marketplace listings
  • Pricing history
  • Vehicle metadata

ML / NLP Stack

  • Regression models
  • Similarity search
  • Anomaly detection

Key Challenges

  • Missing metadata
  • Volatile pricing
  • Scrape noise

Interested in this solution?

Let's discuss how we can adapt this approach for your business.

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