Use a medium-format photographic aesthetic with an 80–90mm equivalent lens at approximately f/3.2. Light the scene primarily with large soft natural window light from camera-left, supplemented by extremely subtle fill and a controlled warm practical light in the distant background. Create realistic dimensional shadows across the face and clothing. Preserve individual hair strands, natural skin pores, tiny facial asymmetries, realistic fabric weave, seam construction, slight garment wrinkles, believable reflections, natural depth of field, and subtle imperfections associated with a real professional photograph. Background architecture should have accurate perspective and realistic materials. Avoid plastic skin, excessive beauty retouching, exaggerated body proportions, fake-looking bokeh, overly perfect symmetry, cartoon aesthetics, CGI appearance, text, logos, watermarks, or artificial-looking “AI beauty.”