IDENTITY PRESERVATION INSTRUCTION: Using the uploaded photo as the primary reference, preserve the person's exact facial features, face shape, eye color, skin tone, and unique characteristics while seamlessly integrating them into a professional model photoshoot. The face must maintain perfect likeness, natural expressions, and authentic proportions to ensure recognizable identity throughout the transformation.

TRANSFORMATION DESCRIPTION: Transform the subject into a professional fashion model posing on a photoshoot set. The person should be wearing high-fashion clothing appropriate for a modeling session (such as a stylish blazer, elegant dress, or modern casual wear). The pose should be natural and confident, like a professional model during a magazine shoot. The setting is a professional photography studio with a clean, sophisticated atmosphere.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Ultra-photorealistic, professional fashion photography quality, magazine editorial style
- Lighting conditions: Professional studio lighting with soft key light, subtle rim lighting to define facial contours, and gentle fill light to eliminate harsh shadows. The lighting should be flattering and cinematic
- Color palette: Rich, vibrant colors with professional color grading. Skin tones should remain natural and warm. Clothing colors should complement the subject's appearance
- Background treatment: Professional studio backdrop (clean white, soft gray, or subtle textured background). The background should be slightly blurred to keep focus on the subject while maintaining professional depth of field
- Pose and composition: Dynamic yet natural model pose, professional framing, rule of thirds composition, full body or three-quarter shot showing the outfit and setting

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed, professional photography quality
- Sharp focus on face and eyes with perfect clarity
- Professional quality, editorial photography standards
- Aspect ratio: 16:9 for wide cinematic, or 4:5 for portrait format
- Natural skin texture preserved with professional retouching quality
- Cinematic depth of field with subject in sharp focus

NEGATIVE PROMPT GUIDANCE: Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural skin smoothing, poorly integrated clothing, awkward poses, amateur lighting, low resolution, plastic-looking skin, mismatched body proportions, unnatural limb positioning, garish colors, over-saturated tones, artificial-looking background, distorted perspective, unnatural shadows on face

USER CUSTOMIZATION: {additional_context}

ADDITIONAL NOTES:
- Ensure the model's outfit looks high-quality and fashion-appropriate
- Maintain professional grooming standards (hair styled neatly, natural makeup)
- The overall image should look like it came from a professional fashion photographer's portfolio
- Keep the lighting direction consistent across face and body
- Ensure clothing fits naturally and drapes realistically on the body