Warning (insert Bourbaki dangerous bend sign here): This process overrides the original file. So if the original image is at all important, it must first be copied.
Step 1: Right-click and select Open With GIMP Image Editor
Step 2: File -> Save.
Step 3: Click “Show preview in image window”
Step 4: Slide the quality to get the desired file size.
and we’re done.