Peel and dice peaches. Fill into the pie crust until the peaches are about level with the top.

Whisk sweetened condensed milk and lemon juice together in a bowl. Pour over peaches.

Combine whipping cream, powdered sugar, and vanilla in the bowl of a stand mixer. Beat on medium high until medium peaks form.

Spread whipped cream over peach mixture. Best served within a few hours.