Christopher Blakey Full Stack Engineer
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Product case study / Automotive / Marketing systems

PureCarsAutomotive customer data activation

Connect automotive customer data with campaigns, lead follow-up, and performance reporting.

Customer dataCampaignsLead nurturing

Relevant technical skills

  • SQL
  • API integration
  • Data modeling
  • ETL pipelines
  • Data visualization
  • Event processing
  • Data validation
  • Automated testing

These skills describe a proposed engineering approach. They are not a verified list of the company’s internal technologies.

01 / The problem

Context

PureCars addresses a connected operational workflow: customer data, campaigns, analytics, and lead nurturing for automotive businesses. Teams using this type of platform need consistent context as information moves between systems and people.

02 / The experience

A connected product workflow

This product study focuses on the path from connect records to review response. The central interface challenge is making the next action understandable while preserving the state and evidence behind it.

  1. 01Connect records
  2. 02Build audience
  3. 03Activate campaign
  4. 04Review response

03 / Technical perspective

Engineering approach

A proposed customer data workflow should preserve consent and source attribution while linking records. Audience definitions need to be explainable before activation.

This section outlines a proposed approach, rather than the company’s verified internal implementation.

04 / Reliability

Testing priorities

Test duplicate leads, stale contact details, opt-outs, and changes to audience rules. Reconcile campaign activity with the source customer record.

05 / Source & attribution

Explore the product

This independent study is based on the company’s public website. The gallery contains imagery sourced from the company’s official website and public product resources. Images belong to their respective owners. This study does not claim a personal role in building the product.

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