Amna Bibi is a Mathematics teacher with two years of classroom experience, specializing in mathematics, statistics, and computer science for grades 1‑12. She holds a Bachelor of Science from the University of the Punjab and provides onsite instruction, emphasizing clear explanations and exam preparation. While she has not yet received platform reviews, her early career demonstrates strong subject mastery and a student‑centered teaching style that has been well received in her previous teaching environments.