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 transforming the overall appearance into a professional beauty master. The person's identity must remain completely recognizable and authentic.

TRANSFORMATION DESCRIPTION:
Transform the person into a professional beauty master, cosmetologist, or aesthetician. Apply a clean, elegant, and professional look. The subject should appear confident and approachable, wearing a pristine white or light-colored professional tunic or lab coat. Subtle, natural-looking makeup that enhances features (soft eyeshadow, defined brows, nude lip) should be applied. Hair should be styled neatly and professionally (tied back in a clean bun or sleek ponytail, or styled neatly if short). Include professional tools in the background or hands (e.g., cosmetic brush, small bottle, or just focusing on the face). The overall vibe is clean, hygienic, and sophisticated.

STYLE AND AESTHETIC PARAMETERS:
- Art Style: Photorealistic, high-end fashion photography style, sharp and clean
- Lighting: Professional studio lighting, softbox setup, even illumination on face, slight rim light for depth, no harsh shadows
- Color Palette: Clean whites, soft pastels, and natural skin tones. Bright and airy atmosphere.
- Background: Clean, blurred studio background (light grey or white) or a subtle cosmetic clinic environment. Focus entirely on the subject.
- Texture: Crisp fabric of the tunic, smooth skin texture, detailed hair strands, professional makeup finish.

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed, ultra-sharp
- Sharp focus on face and eyes
- Professional quality, commercial photography standards
- Aspect ratio: 1:1 (square) or 4:5 (portrait) recommended
- Detailed rendering of fabric textures and skin pores

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, messy hair, casual clothing, dark shadows, over-saturated colors, cartoonish style, low resolution, pixelation, unnatural skin smoothing, heavy filters.

USER CUSTOMIZATION:
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