I think I would do Eldritch Knight 3/ Celestial Warlock 2.
Pick up booming blade, shield, and magic missile for Knight
Pick up Eldritch blast, green flame blade, hex, and most likely cure wounds (note, still more spells to choose based on preference)
You also get 2 invocations for the warlock...