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 educator. The core identity must remain perfectly recognizable - maintain the natural proportions, distinctive facial landmarks, and authentic expression of the original photo.

TRANSFORMATION DESCRIPTION:
Transform the subject into a professional teacher or tutor. Add academic attire including a smart blazer or cardigan, professional button-down shirt, and optionally stylish glasses (if not present, add subtle rectangular frames that complement the face shape). The person should appear knowledgeable, approachable, and confident. Pose should be professional - either sitting at a desk with books or standing with a thoughtful posture. The expression should be warm and inviting, suitable for teaching.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic professional portrait photography with high detail
- Lighting: Soft studio lighting or natural window light creating gentle shadows and highlights on the face
- Color palette: Warm, professional tones - creams, browns, navy blues, and soft earth tones
- Clothing details: Textured fabrics like wool blazers, cotton shirts, with visible stitching and natural folds
- Background: Professional classroom setting with chalkboard or whiteboard, bookshelves filled with educational books, or a cozy study room with warm lighting
- Accessories: Optional: glasses, notebook, pen, textbook, or chalk in hand
- Atmosphere: Academic, intellectual, welcoming, and professional

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face with natural depth of field
- Professional quality portrait photography
- Aspect ratio: 1:1 (square) or 4:5 (portrait) recommended
- Natural skin texture preserved with realistic pores and subtle imperfections
- Hair rendered with individual strand detail
- Clothing textures clearly visible and realistic

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural skin smoothing, over-processed appearance, clothing that doesn't fit properly, mismatched lighting on face and body, unnatural glasses reflections, cartoonish or anime style, low resolution, pixelation, artifacts

USER CUSTOMIZATION:
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ADDITIONAL NOTES:
- The glasses should appear natural and not obstruct facial features
- Academic clothing should be appropriate for the subject's apparent age and gender
- Background elements should be slightly blurred to keep focus on the person
- Expression should match the teaching style (elementary, high school, university, or private tutor)
- Lighting should be flattering and professional without harsh shadows