At least for the keyboard component, even if you're going to replace the guts with your own stuff.... get a commercial keyboard as your base.
Especially if you want weighted or velocity sensitive keys (which are quite important to regular piano playing, though often are less important to some kinds of synths), having a commercial product take care of the actuation, rigidity, and matching could be a huge improvement over homebrew input methods.
While full analog is an option, I wouldn't be so quick to shun the digital option... mainly because you still end up doing a fair amount of analog design for the inputs to your ADCs and outputs of your DACs, there's a lot of analog stuff to be learned there and it can be very, very helpful to use midi controls or interface with software - for debugging and interfacing, sure, but also to let you play around with effects before trying to build or program them into your hardware. Going from a cool sound in a virtual synth pack to a basic DSP with a digital output is going to be a lot easier than trying to recreate it in analog, so if you want something other than the sound of established analog synth circuits, it could involve a whole lot of tweaking and adjustments.