Kalina studied law at University College London and the University of Oxford, with a focus on EU, environmental and labour law. She completed her doctorate at the University of Oxford in 2019, with a thesis on the right to freedom of association of workers and trade unions in European human rights law. She has taught labour law at both universities, and environmental law at UCL. She has undertaken research in the sphere of collective labour rights, gender and race discrimination, and environmental regulation.