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 scene. Maintain the original facial identity and recognizable features throughout the transformation.

TRANSFORMATION DESCRIPTION: Place the person in a realistic lecture or academic setting as if attending an educational presentation. The person should be sitting or standing in a lecture hall, conference room, or auditorium environment. They should appear engaged with the lecture - looking forward at a presentation screen or speaker, taking notes on a laptop or notebook, or listening attentively. The transformation should include appropriate academic/professional attire that matches the setting and looks natural on the person.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic, natural-looking scene composition
- Lighting: Professional conference room lighting or natural window light typical of university settings - soft but directional, creating natural shadows and depth
- Color palette: Academic/professional tones - warm wood, neutral grays, navy blues, crisp whites. Natural skin tones preserved from original photo
- Background: Lecture hall with tiered seating, conference room with presentation screen, or modern auditorium. Include blurred other attendees in background for realism. Add visual elements like: projection screen with presentation slides, whiteboard, stage/podium, desk with laptop/notebook
- Atmosphere: Professional, educational, focused, intellectual environment
- Integration: Seamless blending of person into scene with matching lighting and perspective

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face and upper body
- Professional quality, cinematic composition
- Aspect ratio: 16:9 (widescreen) or 4:3 (standard) - recommended 16:9 for lecture scenes
- Natural skin texture preserved
- Realistic depth of field with background slightly blurred but recognizable

USER CUSTOMIZATION: {additional_context}

NEGATIVE PROMPT GUIDANCE: Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural lighting mismatch, poorly integrated person into background, clothing that looks fake or costume-like, distorted perspective, unnatural body proportions, pixelation or quality degradation, awkward posing, mismatched skin tones between person and scene.