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 their appearance into a medical professional.

TRANSFORMATION DESCRIPTION:
Transform the person into a healthcare professional wearing a standard medical uniform (nurse or medic attire). Apply a professional medical uniform including scrubs or a medical tunic, possibly with a lab coat, and appropriate medical accessories such as a stethoscope, ID badge, or medical cap. The uniform should look realistic and well-fitted to the person's body type. The transformation should maintain the person's natural posture and expression while placing them in a medical context.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic, professional medical portrait photography
- Lighting conditions: Clean, professional studio lighting with soft shadows, or natural bright lighting typical of medical facilities
- Color palette: Medical-appropriate colors - clean whites, blues, greens, or soft pastels; crisp and hygienic appearance
- Mood: Professional, trustworthy, caring, and competent
- Background treatment: Keep original background blurred or replace with a clean medical environment (hospital hallway, clinic room, or sterile white background) with shallow depth of field
- Uniform details: Realistic fabric textures (cotton scrubs, smooth tunic), proper stitching, clean edges, professional fit
- Accessories: Realistic stethoscope around neck, ID badge on chest, possibly a watch or hair in a neat bun if applicable
- Overall aesthetic: Professional healthcare worker portrait, clean and well-groomed appearance

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face
- Professional quality
- Natural skin texture preserved
- Realistic fabric and material rendering
- 4:3 aspect ratio recommended for portrait orientation
- Crisp details on uniform and accessories
- No visible artifacts or distortions

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, poorly rendered uniform, unnatural fabric texture, misaligned accessories, disproportionate clothing, unrealistic medical equipment, overexposed or underexposed lighting, artificial-looking elements, cartoonish style, low resolution, pixelation, face swap artifacts, identity confusion

USER CUSTOMIZATION:
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ADDITIONAL NOTES:
- The person's identity must remain completely recognizable
- Uniform should be appropriate for the person's gender and body type
- Medical accessories should look authentic and properly positioned
- Facial expression can be neutral, professional, or slightly smiling
- Hair should be styled appropriately for a medical setting (neat, tied back if long)
- The transformation should look like a real photograph taken in a medical environment