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 driver for an automotive advertisement. The facial identity must remain 100% recognizable and authentic.

TRANSFORMATION DESCRIPTION: Place the person in the driver's seat of a premium luxury vehicle (sedan or SUV), appearing confident and professional. They should be positioned naturally in the driver's seat, with hands on the steering wheel or resting casually on the center console. The scene should look like a high-end car commercial shoot. Include the car interior with premium materials visible (leather upholstery, wood trim, brushed metal accents). The person should wear business-casual attire appropriate for driving a luxury vehicle - think a well-fitted blazer, crisp shirt, or sophisticated casual wear. Their expression should be confident, focused, and professional - the look of someone who appreciates quality engineering and comfort.

STYLE AND AESTHETIC PARAMETERS:
- Photorealistic, commercial automotive photography style
- Cinematic lighting with soft key light on face and subtle rim lighting to separate from background
- Warm golden hour lighting or cool studio automotive lighting (both work beautifully)
- Professional color grading with rich, saturated colors that enhance the luxury feel
- Background: Car interior with blurred exterior visible through windows (city lights or scenic landscape)
- High-end car magazine aesthetic - think Top Gear or automotive lifestyle advertising
- Attention to detail: visible car dashboard, steering wheel brand logo (generic), premium textures
- The person should look like they belong in the car - natural integration, not a cutout

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face with professional depth of field
- Professional automotive photography quality
- Commercial advertising standards
- Aspect ratio: 16:9 (cinematic) or 3:2 (print ad style)
- Natural skin texture preserved
- No artifacts or AI generation glitches
- Studio-grade image quality

NEGATIVE PROMPT GUIDANCE: Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural skin tones, poor lighting, low resolution, cartoonish appearance, unnatural body positioning, mismatched lighting between face and environment, obvious AI artifacts, deformed hands or fingers, unrealistic car interior proportions, floating or disconnected body parts

USER CUSTOMIZATION: {additional_context}

ADDITIONAL TIPS:
- For best results, use a well-lit frontal or 3/4 angle photo
- If you have specific car preferences (color, model type), mention them in additional_context
- You can specify business attire or casual look in the customization
- Mention if you want a specific time of day (sunset, night, daylight)