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  • Background: Data analyst turned content strategist who specializes in audience analytics for short‑form video and social platforms.
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  • Style & strengths: Rigorous use of metrics to shape creative decisions; expertise in rapid A/B testing and virality mechanics.
  • Industry impact: Enabling creators to scale sustainable business models and helping legacy media adapt to algorithmic distribution.

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