Transport Data Quality Sentinel: Synthetic Data CLI DemoTransport Data Quality Sentinel: Synthetic Data CLI Demo
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Transport Data Quality Sentinel — self-initiated hackathon demonstration, built with AI coding assistance and synthetic transport records only. A Python CLI checks manifest quality and produces JSON evidence and an HTML report; CI runs tests and positive/negative checks. This image is the clean synthetic report, not validation of real vehicles, routes or customers. Real source verification remains necessary for production data. Public source and recorded CI evidence: https://gitlab.com/gitlab-ai-hackathon/transcend-october-2026/43350048/transport-data-quality-sentinel
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