Dmitri Mendeleev was a Russian chemist best known for creating the Periodic Table of Elements in 1869, which organized the known chemical elements based on their atomic weights and properties. His work laid the groundwork for understanding periodic trends, highlighting how certain properties of elements change in a predictable manner across periods and groups.