The famous nurse and social reformer known as "The Lady with the Lamp" is Florence Nightingale. Her dedication during the Crimean War to provide care for wounded soldiers earned her this title. Nightingale not only improved hospital conditions and sanitation but also pioneered modern nursing practices and education. Her statistical analyses of patient outcomes significantly contributed to hospital design and healthcare reforms. Nightingale's legacy continues to shape nursing and public health standards worldwide.