Answer
No.
Work Step by Step
We know that $E=\frac{\Delta V}{\Delta r}$. This equation shows us that the electric field is the rate of change of the electric potential with distance. If electric field in a region is zero, this does not imply that the electric potential is zero because the electric potential may simply be constant in that region.
