Yes, it's possible. CalFresh (formerly Food Stamps) is a Federal nutrition program and not a welfare program. Whether you're working or not, if your income is currently very low, you might qualify for CalFresh.
To apply online, visit the CalFresh website. It only takes 10 minutes. If you need help with the online application, visit or call the FRC Welcome Center at 510-574-2141.