By default, the .bashrc file will not be sourced, so you’d need to manually type source ~/.bashrc to get your aliases and whatnot. But you can put the following 3 lines in your .bash_profile to do that automatically at each login via SSH:
if [ -f ~/.bashrc ]; then . ~/.bashrc fi