1. Export all contacts to SD card
2. Delete all Google contacts
Settings >> Apps >> All >> Contacts Storage >> Clear data
3. Disable Google Contacts Sync app
Settings >> Apps >> Google Contacts Sync
4. Import contacts from SD card
Alternative method to disable Google Contacts Sync on rooted Android
Delete or rename /system/app/GoogleContactsSyncAdapter.apk