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 appearance into a professional therapist or doctor. Maintain all facial identity markers, expressions, and natural proportions exactly as they appear in the original photo.

TRANSFORMATION DESCRIPTION: Transform the subject into a professional healthcare provider. Apply a clean, crisp white doctor's coat or medical scrubs over the original clothing. Add professional medical accessories such as a stethoscope around the neck, optional medical ID badge, and professional eyeglasses if appropriate. Style hair in a neat, professional manner suitable for clinical settings. The overall appearance should be trustworthy, competent, and warm - embodying the compassionate healthcare professional aesthetic.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic portrait photography with professional medical setting
- Lighting: Soft, flattering studio lighting with a slight blue-white clinical tone, or natural window light in a medical office
- Color palette: Clean whites and blues of medical attire, warm skin tones, neutral professional background colors (soft blues, grays, or clinical white)
- Background: Medical office, clinic hallway with medical equipment subtly blurred in background, or clean neutral studio backdrop with soft bokeh
- Facial expression: Professional, warm, empathetic, and competent - maintaining original expression while adding professional medical demeanor
- Medical accessories: Realistic stethoscope with detailed tubing, professional medical coat with proper fabric texture, optional glasses with subtle reflection

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face and eyes
- Professional quality portrait photography
- Aspect ratio: 1:1 (square) or 4:5 (vertical portrait)
- Medical attire should appear naturally integrated with realistic fabric folds and lighting
- Skin texture should remain natural and detailed
- Medical accessories should have realistic metallic and plastic textures

NEGATIVE PROMPT GUIDANCE: Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, poorly rendered medical equipment, unnatural clothing attachment, mismatched lighting on face vs. attire, cartoonish medical accessories, unrealistic stethoscope size or placement, plastic-looking coat texture, overly dramatic or theatrical medical appearance

USER CUSTOMIZATION: {additional_context}

Additional Tips:
- For therapist specifically: Use softer lighting and more approachable expression
- For surgeon/ER doctor: Consider scrubs instead of coat, more intense lighting
- Specify preferred medical specialty in additional context for tailored accessories
- Mention if you want the stethoscope visible or just the coat