Berudi Ali "Rudi" Johnson (born October 1, 1979) is an American football running back of the National Football League. He was drafted by the Cincinnati Bengals in the fourth round of the 2001 NFL Draft. He played college football at Auburn.

Johnson was selected to the Pro Bowl with the Bengals in 2004.

A graduate of Thomas Dale High School in Chester, Virginia, Johnson attended Butler County Community College in El Dorado, Kansas for two years. As a sophomore, he averaged 7.3 yards per carry. He led Butler to two national Junior college championships one in the Dairy Bowl against Ricks College and the following year against Dixie State College in the Rotary Bowl.