Quantum computers and simulators have the potential to solve a wide range of problems more efficiently than classical computers. Cold atoms present a leading platform in this context, unmatched in size and scalability. In your thesis work, you will realize a new architecture for a quantum processor, which uniquely combines single-atom resolved manipulation through microscopy with the interaction control arising from light-matter coupling.