Choolwe holds a PhD from Maastricht University and an MSc from the London School of Economics and Political Science-LSE  .

He specialises in political economy, decoloniality studies, global/public health, Public policy and Governance, Sexual Reproductive Health and rights (SRHR), HIV and maternal health, Community Mobilisation, and participatory development/health promotion