The unicellular organism that can change its shape constantly is an Amoeba.

Amoebas are protozoans that move and feed by extending finger-like projections called pseudopodia (meaning "false feet"). They can change their shape by extending and retracting these pseudopodia, allowing them to move around and engulf food.