Hi mryan12,
Are you using the LINUX IMAGE FOR SD for Intel Galileo or did you build your own? If you are using the LINUX IMAGE FOR SD, try re-downloading the image because the wpa_supplicant should only start if you configure it in the file /etc/network/interfaces. Can you provide that file as an attached file?
Regards,
JEspinoza