In this talk, I will describe recent works in the fields of 3D design and computational fabrication, from small objects up to the architectural scale. I will describe how solving real-world problems requires blending notions from geometry, shape analysis, optimization, simulation and deep learning. Finally, I will talk about challenges and open research directions in computational geometry and shape analysis, also in other application fields.