Always a fixed project?
You could hard code the project loading in the startup script:
Settings->Edit startup script
and paste the following code in it:
GetProjectManager().LoadProject(_("PATH/TO/YOUR/PROJECT"), true);
it would probably also be possible to load the last activated project somehow....