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. The face must remain completely recognizable and natural, matching the original photo's likeness perfectly.

TRANSFORMATION DESCRIPTION:
Transform the person into a professional taxi driver or courier in their vehicle. The subject should be seated in a car driver's seat (or delivery vehicle) wearing appropriate work attire: a button-up shirt or polo, possibly with a company logo, and a comfortable jacket. If a courier, include a delivery bag or package nearby. The expression should be confident and professional, looking ahead through the windshield or at the camera with a friendly, approachable demeanor. The vehicle interior should be realistic and modern, with visible dashboard, steering wheel, and window details.

STYLE AND AESTHETIC PARAMETERS:
- Art style: Photorealistic, cinematic quality, natural lighting
- Lighting: Soft natural light from car windows, subtle dashboard glow, realistic shadows
- Color palette: Professional and neutral tones - blues, grays, whites for uniform; warm interior car lighting
- Background: Car interior with city street visible through windshield, slightly blurred for depth of field
- Mood: Professional, trustworthy, friendly, and approachable
- Vehicle details: Modern car interior, clean and well-maintained, realistic textures on seats and dashboard
- Attire details: Wrinkle-free clothing, proper fit, realistic fabric textures, visible buttons and seams

TECHNICAL QUALITY PARAMETERS:
- High resolution, 4K, detailed
- Sharp focus on face, with natural depth of field on background
- Professional quality, realistic skin texture and pores
- Natural lighting that matches the car interior environment
- Aspect ratio: 16:9 (cinematic) or 1:1 (square) depending on preference
- Detailed rendering of clothing fabric, vehicle materials, and accessories
- Consistent lighting across face and body

NEGATIVE PROMPT GUIDANCE:
Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, unnatural skin texture, overexposed or underexposed areas, artificial lighting, cartoonish appearance, deformed hands, extra fingers, missing body parts, text errors, watermark artifacts, low resolution, pixelation, unnatural colors, mismatched lighting between face and body, stiff or unnatural pose

USER CUSTOMIZATION:
{additional_context}

ADDITIONAL TIPS:
For best results, ensure the original photo has clear facial visibility and good lighting. The AI will maintain your identity while adding the professional driver elements. You can specify in {additional_context} preferences such as: "make me a night shift courier" or "taxi driver in daytime city traffic" or "delivery driver with electric vehicle" or "classic yellow taxi driver" or "ride-share driver" or specific clothing colors or vehicle types.