Seeing how you know SQL, you might consider looking at
(which I don't support, though.)
Could you upload your latest aia export and remind us of which screens work, and show us some sample data?
I want to make sure those advanced list blocks are not misbehaving with direct TinyDB output.
Either way, good luck in grad school!