What package specifically did you uninstall/reinstall?After doing some research and poking around, it looks like the dhcpd service's files were corrupted. I've uninstalled and reinstalled, but the conf file is empty.
dnsmasq is used in Amahi for DHCP and DNS, so I am wondering if you are looking at the correct service.