You can drag and drop your PDF files to PDFgear online tool.
Here are 3 compression options including low compression, medium compression(recommended) and maximum compression. Select one of them and click the Compress Now button to shrink the PDF file.
Directly click on the Save button in the right pane, rename your PDF file and hit the Save button to export the files to your computer.
Try PDFgear software.