I found out my libraries were installed in a few different directories so I added a custom.config file in

/etc/ld.so.conf.d/custom.config

and added the directories of all the locations

/usr/lib/x86_64-linux-gnu
/usr/local/lib
/usr/lib

then update:

sudo ldconfig