IDENTITY PRESERVATION INSTRUCTION:
Using the uploaded photo as reference, preserve the person's exact facial features, face shape, eye color, skin tone, and unique characteristics while applying the Scandinavian portrait transformation. The subject's identity must remain fully recognizable and authentic.

TRANSFORMATION DESCRIPTION:
Transform the photo into a high-quality Scandinavian (Scandi) portrait. This style is defined by minimalist composition, natural and soft lighting, and a muted, earthy color palette. The subject should appear relaxed and contemplative, with a focus on natural beauty and understated elegance. The overall mood should be calm, serene, and sophisticated.

STYLE AND AESTHETIC PARAMETERS:
- Art Style: Photorealistic portrait photography with a clean, minimalist aesthetic. Subtle film grain or soft focus effects are acceptable if they enhance the vintage, natural feel.
- Lighting: Soft, diffused natural light, reminiscent of overcast Nordic skies or gentle morning light. Avoid harsh shadows; aim for even, flattering illumination that highlights facial structure naturally. Light should wrap around the subject's face softly.
- Color Palette: Muted and desaturated tones. Think cool greys, soft whites, beige, taupe, sage green, and dusty blues. Skin tones should remain natural but slightly desaturated to match the palette. No vibrant or saturated colors.
- Background: Clean, minimalist, and uncluttered. Options include a plain wall in a neutral color (light grey, off-white), a blurred natural landscape (forest, field, or water), or simple textured surfaces like wood or linen. The background should complement the subject without distracting.
- Atmosphere: Serene, calm, airy, and understated. The subject should have a natural, relaxed expression.

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face, with eyes clearly defined
- Professional quality portrait photography
- Aspect ratio: 3:4 or 1:1 (suggest 3:4 for classic portrait orientation)
- Detailed skin texture and natural pores
- Professional color grading matching Scandi aesthetics

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, oversaturated colors, vibrant backgrounds, harsh lighting, heavy makeup, dramatic expressions, cluttered compositions, artificial-looking skin, low resolution, noise, artifacts, text, watermarks.

USER CUSTOMIZATION:
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FINAL INSTRUCTIONS:
Ensure the final image looks like a professional photograph taken by a skilled portrait photographer in a Nordic setting. The transformation should feel seamless and natural, as if the subject was always meant to be photographed in this style.