Mirembe works with art as a curator, editor, writer and researcher. They are a Zeitz Museum of Contemporary Art Africa and University of the Western Cape Museum fellow. They were a 2021/2022 Center for Arts, Design and Social Research fellow. They have been a curator in residence at Bag Factory Artist Studios in Johannesburg and were also a curatorial fellow for the KLA ART 21 Festival, a contemporary visual arts festival in Kampala produced by 32° Degrees East | Ugandan Arts Trust.
Mirembe is also a published writer whose work has been featured on Literary Hub, Africa is a Country, Johannesburg Review of Books, African Feminism, Africa In Words, and others.