Re-breather (Electrolysis)

Thinking on why we can’t breath under water, electrolysis produces hydrogen and oxygen. Surely with enough power we could simply live under water and pull oxygen from the water using electrolysis, and then sell green hydrogen (assuming we have a power source down there that is renewable).