You may find these two articles helpful: https://robjhyndman.com/hyndsight/tscv/
https://towardsdatascience.com/time-series-nested-cross-validation-76adba623eb9
Written by Susan Li
Changing the world, one post at a time. Sr Data Scientist, Toronto Canada. https://www.linkedin.com/in/susanli/