Anton Van Leeuwenhoek was a Dutch scientist known as the 'Father of Microbiology' for his pioneering work in microscopy and the discovery of microorganisms. He significantly contributed to the Scientific Revolution by utilizing simple microscopes to observe tiny life forms, thus laying the groundwork for the field of microbiology and changing the way people viewed life and nature.