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Time 2 Shine
An inventory-sync engine for a multi-supplier bicycle superstore — scraping, AI product tagging, and audit tooling.
Node.jsPlaywrightMySQLOpenAI
Inside the app
Time 2 Shine — dashboard
The website
Time 2 Shine — website
Scroll inside the frame to view the full page.
About this project
Time 2 Shine aggregates product catalogs from dozens of bicycle suppliers into a single storefront. The platform runs scheduled scrapers and sync jobs across suppliers, logs every run with product counts and error rates, and includes a spot checker and weekly audit to catch drift. An AI tagger normalizes and categorizes thousands of products automatically so the catalog stays clean at scale.