Is Brazilian police basically a government controlled gang?

I've never seen such an intimidating force anywhere else in the world. The minimum requirements seem to be 190cm + 100kg, also violent tattoos and a mean face. I will be living in Brazil for 6 months as part of my work.

Should police be avoided on a visit? Seems like American cops who like to shoot for no reason are pussycats compared to Brazilian ones.