A new and distinct cultivar of Calibrachoa plant named ‘USCAL53002’, characterized by its compact, mounding and outwardly spreading plant habit; vigorous and freely branching growth habit; dense and bushy appearance; freely flowering habit; small dark yellow-colored flowers; and good garden and summer performance.