Voltage fluctuating too much. How to fix?

Using Arduino General Electronics
2

When I power the whole thing up with a 5V 2A AC adapter, voltage on the 5V pin and the Vin pin is 4.55ish.

Whoa! Don't do that. You are supposed to power it from a DC adapter of between 7 to 12 V.