Hyper-Realistic Hand Embroidery Portrait

Use the reference photo as a strict character reference, preserving the subject's exact facial structure, expression, skin tone, hairstyle, outfit, proportions, and pose without stylization beyond embroidery translation. Render as a hyper-detailed hand-embroidered textile portrait, using realistic satin stitches, long-and-short stitches, and dense fill stitches that create natural depth, tactile fabric texture, and thread sheen. Visible individual embroidery threads, precise stitch directions following facial contours, smooth gradients created through layered thread, and museum-quality craftsmanship. [Neutral fabric background], soft studio lighting, ultra-sharp macro camera focus, photorealistic embroidery realism, no illustration or cartoon style.