Is it possible to use tantalum caps in the place of Electrolytic? I am new to pedal building and haven't found a great answer yet. All help is greatly appreciated.
Yes. I've been using Tantalums in quite a few build recently (check my most recent threads in the Build Reports sub-forum). Haven't noticed any differences between those and the pedals using aluminum electrolytics.
One thing to point out is the max voltage. Many Tantalum in the low uF value are limited at 16V. Pedals with 18V internal voltage are likely to cause trouble.
Another consideration you might want to weigh is that tantalum is a conflict mineral (particularly in the mining region of the DRC/Rwanda). It can certainly be mined ethically—some companies have taken steps for closed-loop extraction and supply chain accountability—though, it remains a chief concern for ethical accountability in electronics.