I'm sorry to say but this build is pretty bad, especially with s3 black cleaver. Why max hate spike if you're ad? You generally want some more Tanky dps items especially top lane

As far as the tanky items are concerned; I experimented with Eve after her rework and found 2 things very evident:
1st) While her early-mid game damage is awesome, she lacks sustain. Doran's shield solved that for me. I did try each standard starting item(doran's items, cloth armor, boots...)
2nd) Her late game, even with heavy damage items, seems lacking. To solve her squishiness the thornmail-warmog's combo really made her feel like she owned the map. Even against AP champs, having the ability to take a couple turret hits late game for the kill is fun and demoralizes them.

Her damage output is still great with those "tanky items" and really it's only 2 tanky items anyway. A bruiser should have some tankiness invested, otherwise their just another ad caster.

Try the build sometime, you'll notice that right around where Eve's power-game drops off, her "I'll trade hits with 2 of you at once" game has begone with these items.

Then again, I play sorta... In your face... the whole game long with Eve. Mostly because she's OP.

not so much ad/bruiser with so much tanky items

To be honest, I prefer AD Eve in the jungle, that's pretty much the only time i play AD Eve... otherwise I'm in mid or top lane as AP, and mostly people get destroyed because [imo] her harass is better when playing as AP.