Build strategy

  • Created a clear information hierarchy across acquisition, activation, and retention views.
  • Introduced reusable metric cards and consistent data formatting rules.
  • Shipped keyboard-accessible filters and date controls.

Product impact

  • Helped teams detect weak funnel stages faster by centralizing cross-channel signals.
  • Reduced reporting fragmentation by replacing spreadsheet-heavy updates.

Growth Layer

How growth implementation was included

  • Mapped dashboard dimensions directly to campaign and product experiments.
  • Kept analytics taxonomy aligned with GTM/GA4 event naming.

Project links

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