A full three-quarter studio fashion portrait of the subject perched on a minimalist dark stool against a seamless warm beige backdrop. The subject leans forward dynamically with hips angled, resting hands lightly over a raised knee while gazing directly toward the lens with a subtle head tilt and relaxed expression. Hair is styled falling naturally over the shoulders and chest. The subject wears a structured black buttoned jacket patterned with bold cream polka dots and loose sleeves, paired with fitted black shorts, sheer dark tights, and black leather zip-up boots. Stylized illustrative tattoos accent the hands and legs. Soft studio key lighting wraps the scene in warm amber-neutral tones, emphasizing crisp fabric details, sharp pattern contrast, and natural skin texture. The subject's facial features, skin tone, hair characteristics, and body proportions are inherited from the user's own reference image without alteration. Avoid: identity drift, deformed fingers, warped polka dots, plastic airbrushed skin, oversaturated shadows, clothing distortion.