In 1911, he did the gold foil experiment, where he shot alpha particles at a thin sheet of gold.
Most particles went through, but some bounced back, which surprised him.
He concluded that atoms have a small, dense, positively charged nucleus at the center.
The rest of the atom is mostly empty space, and electrons move around the nucleus.