This is a regular verb. It follows the conjugation pattern of the verb falar.
Present:
A Ana suja os sapatos na lama.
Ana gets her shoes dirty in the mud.
Preterite:
O Miguel sujou a camisa com chocolate.
Miguel dirtied his shirt with chocolate.
Conditional:
A Clara não sujaria o sofá.
Clara would not dirty the sofa.