Please leave it to me.

Literal

I [to-に] entrust [please-ください].

任せる ('to entrust, to leave to') takes に for the person being entrusted with the task. The polite request form ~てください. A standard offer/reassurance in work or problem-solving contexts — 'I'll handle it.'