Hello,

You know the conditional variance : Var[Y|X]=E[Y^2|X]-E[Y|X]^2

This will give you E[Y^2|X], and the conditional variance is the sum of the variances, because the variables are independent. Sorry I don't use the latex, nor did I use the correct names for the variables, but it takes too much time to write them down