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 them into a professional school director.

TRANSFORMATION DESCRIPTION: Transform the person into a distinguished school director or principal. Dress them in formal business attire: a well-fitted suit jacket with a dress shirt, optionally add elegant glasses (round or rectangular frames). Style their hair in a neat, professional manner. The overall appearance should be authoritative, approachable, and academic. The transformation should look completely natural and seamlessly integrate with their original facial structure.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic, professional corporate photography quality
- Lighting: Soft studio lighting or natural window light, professional portrait lighting with gentle shadows on face to add depth and authority
- Color palette: Professional, warm and muted tones - navy blues, grays, earth tones, cream colors
- Background treatment: Keep background blurred or replace with an academic setting: school library with bookshelves, principal's office with wooden desk and diplomas, modern school hallway, or abstract professional office background
- Facial expression: Confident, professional, warm but authoritative smile or serious professional expression
- Skin texture: Natural, maintain original skin texture and pores, slight professional retouching acceptable
- Clothing details: High-quality fabric texture, proper fit, visible buttons, collar, lapels

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face
- Professional quality
- Aspect ratio: 3:4 or 4:5 for portrait photography
- Professional portrait photography quality
- Detailed fabric textures
- Natural skin texture preserved
- Cinematic depth of field

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted features, unrealistic proportions, blurry face, loss of likeness, unnatural clothing attachment, mismatched lighting, cartoonish appearance, low resolution, deformed glasses, unnatural skin smoothing, floating clothing elements, incorrect anatomy

USER CUSTOMIZATION: {additional_context}