Use the uploaded image as the primary reference. Generate a photorealistic AI-polished editorial portrait in 3:4 vertical orientation of a single female-presenting subject, visible from upper chest upward, face centered horizontally, shoulders extending across lower frame, body essentially frontal to very slight three-quarter turn, head nearly straight toward camera with minimal tilt, no hands visible, no arms visible. Preserve facial identity exactly: oval face with gently tapered lower structure, softly defined jawline narrowing toward rounded chin, moderately defined cheekbones emphasized by lighting rather than heavy contour, light-to-medium warm beige skin tone appearing warmer under strong yellow illumination, smooth satin-dewy finish, retouching level 8 out of 10 with strong smoothing across forehead cheeks jaw and under-eye zones while retaining slight natural micro-texture around nose and lips, polished AI-beauty rendering quality. Full polished beauty makeup: full even-coverage foundation, subtle warm neutral-brown eyeshadow softly blended across upper lids, thin dark upper lash-line eyeliner, defined elongated upper lashes, soft warm peach-rose blush placement on cheeks, groomed dark brown near-black softly angled filled brows medium thickness, warm terracotta rose-brown satin-to-lightly-glossy lip color hue 10°–15° saturation 55% brightness 55% with lower lip slightly fuller than upper and clearly defined soft cupid's bow, lips gently parted, brows relaxed, eyes steadily open without smile. Eyes: almond shape moderately large, balanced spacing, warm medium brown iris hue 30°–35° saturation 40% brightness 35%, medium pupils, defined upper eyelid crease, enhanced upper lashes, small soft bilateral catchlights visible from frontal warm key light, both eyes fully open directed directly toward camera lens with direct steady attentive gaze. Nose: straight narrow-to-medium width, medium bridge height with subtle centerline highlight, medium nostril width, medium philtrum length. Hair: very dark brown to black, pulled up into high loose bun at crown, soft center-to-off-center front parting, smooth at crown with wispy loose strands falling beside face at temples and cheeks, full bun volume with stray strands, forehead and temples largely exposed. Glasses: large rectangular-square oversized frames, bright translucent neon yellow acrylic-plastic construction, thick transparent yellow bridge piece, clear lenses with glowing yellow-illuminated frame edges producing warm spill light on surrounding cheeks and nose, frame color hue 48°–52° saturation 95% brightness 90%, glasses emit strong yellow glow quality as if internally illuminated or catching intense yellow light, frames positioned across mid-face horizontally centered, mathematical symbols and calculus-algebra notation appearing across lens surfaces as projected or reflected graphic overlay — variables fractions equals signs integral signs superscripts algebra expressions rendered as semi-transparent white-yellow glowing notation across both lenses. Mathematical notation graphic overlay: floating projected semi-transparent white-to-yellow glowing mathematical formulas symbols and equations distributed across the face forehead and jacket zone — notation includes algebra variables (x, y, n, a), calculus expressions (integrals, derivatives, dx), fractions, equals signs, superscripts, subscripts, and equation strings like y=x²+KC and S=xx and similar — notation appears as luminous projection not printed text, semi-transparent with soft glow edge, rendered at varying sizes and angles scattered organically across forehead cheeks glasses lenses jacket collar and chest area. Outer clothing: saturated golden-yellow padded puffer-style jacket, glossy synthetic shell material, smooth lightly reflective surface with quilted padded volume, bulky oversized fit around shoulders and collar zone, large raised padded collar surrounding neck, central zipper clearly visible at chest, color hue 45°–50° saturation 90% brightness 75%, puffy fold and rounded quilted volume detail, same mathematical notation overlay appears scattered across jacket surface as glowing yellow-white projection. Inner garment: slightly deeper mustard-yellow high-neck or crew-neck fitted knit top visible at neck zone above jacket collar, color hue 42°–45° saturation 75% brightness 60%. No earrings. No necklace. No hat. Background: abstract blurred studio backdrop, dominant teal-cyan color hue 180°–185° saturation 55% brightness 45%, heavily defocused with large circular bokeh light discs distributed throughout — approximately 4–6 large cyan circular bokeh orbs and 2–3 smaller pale-yellow bokeh orbs at varying positions across background, bokeh edges soft with subtle color fringe, no identifiable objects furniture or people in background, background moderately bright but less luminous than yellow glasses and jacket. Lighting: key light at 11–12 o'clock strong warm frontal-upper position, soft diffused quality, color temperature approximately 4200–4500K warm-golden, broad illumination across forehead nose bridge cheeks and chin, shadow transitions very soft with minimal deep shadow zones, fill light strong cool cyan-teal ambient from background and sides approximately 40% of key producing cool cyan edge influence along hair crown and outer face contour, glasses producing extremely bright yellow emission-reflective glow creating additional warm yellow spill across cheeks and nose bridge, catchlights small and soft in both eyes, rim light subtle cyan along hair edge and outer shoulder from teal ambient. Color grade: strong teal-and-gold complementary split treatment, neon yellow dominates glasses and jacket as highest saturation zone, teal-cyan occupies background and shadow fill zones, warm beige skin sits between extremes, dark hair provides contrast anchor, high overall saturation especially in yellow and cyan zones, highlight areas glow intensely in yellow while background remains softer cyan, warm-yellow versus cool-teal split throughout entire frame. Camera: 85mm focal length, f/2.0 aperture, 3:4 aspect ratio, grain level 1 out of 10, retouch level 8 out of 10, shallow depth of field with face and glasses in sharp critical focus, hair bun in moderate focus, jacket in moderate-sharp focus, background in full heavy bokeh with large circular light discs, post-processing style futuristic high-tech editorial beauty with maximum saturation in yellow and cyan channels and glowing mathematical notation overlay treatment. Do not change facial identity. Do not reduce makeup or retouching. Do not alter iris color. Do not change glasses color or style. Do not remove mathematical notation overlay. Do not change jacket color. No extra people. No conventional watermark. No logo. No flat plastic skin. No motion blur. Ultra high resolution. Sharp facial glasses and notation detail. Photorealistic AI-polished futuristic editorial portrait only.

Use the uploaded image as the primary reference. Generate a photorealistic AI-polished editorial portrait in 3:4 vertical orientation of a single female-presenting subject, visible from upper chest upward, face centered horizontally, shoulders extending across lower frame, body essentially frontal to very slight three-quarter turn, head nearly straight toward camera with minimal tilt, no hands visible, no arms visible. Preserve facial identity exactly: oval face with gently tapered lower structure, softly defined jawline narrowing toward rounded chin, moderately defined cheekbones emphasized by lighting rather than heavy contour, light-to-medium warm beige skin tone appearing warmer under strong yellow illumination, smooth satin-dewy finish, retouching level 8 out of 10 with strong smoothing across forehead cheeks jaw and under-eye zones while retaining slight natural micro-texture around nose and lips, polished AI-beauty rendering quality. Full polished beauty makeup: full even-coverage foundation, subtle warm neutral-brown eyeshadow softly blended across upper lids, thin dark upper lash-line eyeliner, defined elongated upper lashes, soft warm peach-rose blush placement on cheeks, groomed dark brown near-black softly angled filled brows medium thickness, warm terracotta rose-brown satin-to-lightly-glossy lip color hue 10°–15° saturation 55% brightness 55% with lower lip slightly fuller than upper and clearly defined soft cupid's bow, lips gently parted, brows relaxed, eyes steadily open without smile. Eyes: almond shape moderately large, balanced spacing, warm medium brown iris hue 30°–35° saturation 40% brightness 35%, medium pupils, defined upper eyelid crease, enhanced upper lashes, small soft bilateral catchlights visible from frontal warm key light, both eyes fully open directed directly toward camera lens with direct steady attentive gaze. Nose: straight narrow-to-medium width, medium bridge height with subtle centerline highlight, medium nostril width, medium philtrum length. Hair: very dark brown to black, pulled up into high loose bun at crown, soft center-to-off-center front parting, smooth at crown with wispy loose strands falling beside face at temples and cheeks, full bun volume with stray strands, forehead and temples largely exposed. Glasses: large rectangular-square oversized frames, bright translucent neon yellow acrylic-plastic construction, thick transparent yellow bridge piece, clear lenses with glowing yellow-illuminated frame edges producing warm spill light on surrounding cheeks and nose, frame color hue 48°–52° saturation 95% brightness 90%, glasses emit strong yellow glow quality as if internally illuminated or catching intense yellow light, frames positioned across mid-face horizontally centered, mathematical symbols and calculus-algebra notation appearing across lens surfaces as projected or reflected graphic overlay — variables fractions equals signs integral signs superscripts algebra expressions rendered as semi-transparent white-yellow glowing notation across both lenses. Mathematical notation graphic overlay: floating projected semi-transparent white-to-yellow glowing mathematical formulas symbols and equations distributed across the face forehead and jacket zone — notation includes algebra variables (x, y, n, a), calculus expressions (integrals, derivatives, dx), fractions, equals signs, superscripts, subscripts, and equation strings like y=x²+KC and S=xx and similar — notation appears as luminous projection not printed text, semi-transparent with soft glow edge, rendered at varying sizes and angles scattered organically across forehead cheeks glasses lenses jacket collar and chest area. Outer clothing: saturated golden-yellow padded puffer-style jacket, glossy synthetic shell material, smooth lightly reflective surface with quilted padded volume, bulky oversized fit around shoulders and collar zone, large raised padded collar surrounding neck, central zipper clearly visible at chest, color hue 45°–50° saturation 90% brightness 75%, puffy fold and rounded quilted volume detail, same mathematical notation overlay appears scattered across jacket surface as glowing yellow-white projection. Inner garment: slightly deeper mustard-yellow high-neck or crew-neck fitted knit top visible at neck zone above jacket collar, color hue 42°–45° saturation 75% brightness 60%. No earrings. No necklace. No hat. Background: abstract blurred studio backdrop, dominant teal-cyan color hue 180°–185° saturation 55% brightness 45%, heavily defocused with large circular bokeh light discs distributed throughout — approximately 4–6 large cyan circular bokeh orbs and 2–3 smaller pale-yellow bokeh orbs at varying positions across background, bokeh edges soft with subtle color fringe, no identifiable objects furniture or people in background, background moderately bright but less luminous than yellow glasses and jacket. Lighting: key light at 11–12 o'clock strong warm frontal-upper position, soft diffused quality, color temperature approximately 4200–4500K warm-golden, broad illumination across forehead nose bridge cheeks and chin, shadow transitions very soft with minimal deep shadow zones, fill light strong cool cyan-teal ambient from background and sides approximately 40% of key producing cool cyan edge influence along hair crown and outer face contour, glasses producing extremely bright yellow emission-reflective glow creating additional warm yellow spill across cheeks and nose bridge, catchlights small and soft in both eyes, rim light subtle cyan along hair edge and outer shoulder from teal ambient. Color grade: strong teal-and-gold complementary split treatment, neon yellow dominates glasses and jacket as highest saturation zone, teal-cyan occupies background and shadow fill zones, warm beige skin sits between extremes, dark hair provides contrast anchor, high overall saturation especially in yellow and cyan zones, highlight areas glow intensely in yellow while background remains softer cyan, warm-yellow versus cool-teal split throughout entire frame. Camera: 85mm focal length, f/2.0 aperture, 3:4 aspect ratio, grain level 1 out of 10, retouch level 8 out of 10, shallow depth of field with face and glasses in sharp critical focus, hair bun in moderate focus, jacket in moderate-sharp focus, background in full heavy bokeh with large circular light discs, post-processing style futuristic high-tech editorial beauty with maximum saturation in yellow and cyan channels and glowing mathematical notation overlay treatment. Do not change facial identity. Do not reduce makeup or retouching. Do not alter iris color. Do not change glasses color or style. Do not remove mathematical notation overlay. Do not change jacket color. No extra people. No conventional watermark. No logo. No flat plastic skin. No motion blur. Ultra high resolution. Sharp facial glasses and notation detail. Photorealistic AI-polished futuristic editorial portrait only.