Using a whisk attachment stir together sugar and oil until combined. Add one egg at a time, whisking well after each. Whisk in milk, kahlúa and vanilla until smooth. Add dry ingredients and whisk until starting to smooth out. With mixer running on low, slowly add boiling water and continue to mix until starting to combine. Increase speed and whisk until smooth, about 1 minute.