Install Brew package manager.

brew install gaarutyunov/pdfutils/pdfcompress

For example, let's compress folder docs with resolution of 144 into folder out:

pdfcompress -d docs -r 144 -o out

For interactive mode use:

pdfcompress -i

For more details:

pdfcompress -h