Find My Celebrity Look Alike

Analyze visible, non-sensitive appearance cues in an uploaded image and suggest playful celebrity resemblance possibilities with uncertainty, reasoning, and style inspiration. This is not identity verification, biometric matching, or a definitive similarity score.