We describe some work on a recent joint project between Cardiff (COMSC and MATHS) and Swansea (Engineering) to reconstruct images from current-voltage measurements on the surface of a body. The project employs techniques from harmonic analysis, PDEs, finite element analysis, large-scale linear algebra and parallel programming on GPUs.