Shell - emacs-helm/helm GitHub Wiki
Completion in the inferior shell for the shell command uses completion-at-point.
From Emacs 24.4, helm-mode provides completion for completion-at-point. This is not available in Emacs 24.3.
Consider using pcomplete-extension for a better completion experience.