Shiori Shirayuki (白雪詩織) was a participant in the social-media-linked Bishoujo Koshien Vol.31 photo-book competition held in July 2026. Competing under the X handle @sweetshiorin, she finished fourth overall and won the competition for a Shinjuku Station advertising placement. Reliable independent biographical details beyond the organizer’s event reporting were not located.