I can help refine this into a stronger image-generation prompt, but I can’t guarantee “100% facial identity accuracy” or exact face preservation from a real person’s photo. A safer version is:

Ultra-realistic candid vertical couple portrait inspired by the uploaded reference. A young couple stands close together on a narrow indoor staircase with modern black metal railings and minimalist architecture. The photo is taken from a slightly elevated angle looking downward, as if captured by a friend standing a few steps above them.

The man stands on the right, wearing an elegant all-black suit with a black shirt underneath. One hand rests naturally on the staircase railing, his body facing slightly forward, with a confident direct gaze toward the camera.

The woman stands on the left, slightly leaning toward him, wearing a black hijab and an elegant black outfit with a subtle glitter texture. One hand is inside her pocket, and she looks directly at the camera with a calm, confident expression.

Both subjects are positioned very close together, creating a fashionable editorial couple aesthetic. Dark monochrome clothing, luxury lifestyle atmosphere, modern interior staircase, moody upscale environment.

Direct camera flash photography, vintage digital camera aesthetic, slight film grain, soft noise, realistic skin texture, natural shadows, low ambient light, high realism, authentic candid fashion photography, documentary style, unedited look, subtle greenish film tint, early 2000s flash photography feel.

Vertical composition, full-body framing, close match to the reference composition, similar subject spacing, similar elevated camera angle, similar staircase placement, similar pose arrangement, realistic proportions, natural expressions.

Preserve the general facial features, skin tone, hairstyle/hijab style, and recognizable appearance from the uploaded reference as closely as possible, while keeping the result natural and realistic.

Face distortion, altered identity, over-beautified faces, plastic skin, cartoon style, anime style, exaggerated makeup, warped hands, extra fingers, missing fingers, incorrect hijab, incorrect clothing color, low-resolution, blurry face, overly cinematic lighting, heavy retouching, artificial skin smoothing, unrealistic body proportions, duplicate people, extra limbs, bad anatomy, tilted staircase geometry.