Dmitri Mendeleev was the influential scientific figure behind the development of the periodic table. In 1869, he arranged the elements based on their atomic mass, identifying periodic trends and creating a framework that predicted properties of undiscovered elements. Mendeleev's work laid the foundation for modern chemistry and helped establish the significance of atomic structure in understanding elemental behavior.