Thank you for the advice!
Tried it without the SSD, and yes it still crashes even just in BIOS. Tried 1 stick of ram, still no luck.
It does seem to crash faster during startup or in memtest, so I am wondering if that can help pinpoint the issue at all.
Side note: resetting CMOS has no affect.