Oh you playing on the "abstract nonsense" difficulty? you could probably grind a level or two on the roombas, but the most important thing would be to be sure to stun her whenever she charges.
Or get the weapon upgrade and destroy the dominator before she powers up that far! It's doable!
The "tough cookie" consumable also helps by boosting your defense.