It looks quite straight forward. But I doubt it. The measurements would have to be so precise, otherwise it'd look odd.
It's a modular construction, lots of holes in the battons to put the shelves at different heights. Obtaining the brackets might be a problem.
It's not something I'd attempt with basic DIY tools. The cost of the finished hardwood materials could probably work out as expensive as buying it ready made.