Stitched Likeness in Thread

Use the uploaded image as the strict subject reference, preserving the exact facial structure, expression, skin tone, hairstyle, outfit, body proportions, and pose with absolute fidelity. Do not alter, idealize, stylize, or reinterpret any facial features beyond translating them into textile form. Render the subject as hyper-detailed hand embroidery artwork with realistic satin stitches, long-and-short stitches, and dense fill stitching that build natural dimensionality, tactile fabric texture, and subtle thread sheen. Keep individual threads clearly visible, with precise stitch direction mapped to facial contours and smooth tonal gradients achieved through layered threadwork. Emphasize high stitch density, museum-grade textile craftsmanship, a neutral fabric backdrop, soft studio lighting, ultra-sharp macro detail, and photorealistic embroidery realism, avoiding any cartoon, painted, or illustrated appearance.