It might seem odd, but the Avarice blade (riceblade) makes a good first item for her if you are going top, and can rely on being able to be at least hold the lane neutral. Her ability on last hitting is really high for a melee, due to Excessive force resets, and mid-game if you get the chance to hit a pushing lane, that could easily be an additional 30-40 gold.
Later on, once it's needed, you can easily toss the blade into making Atma's, which gives a second reason to focus on being a heavy tank-bruiser, with massive hp, and frozen mallet.