Cheese bitterness is a complex problem to solve. It starts with your raw milk quality….
It’s more common in Gouda than Cheddar.
Attached are some suggestions and more information in addressing this issue. Furthermore a person could also consider adding the culture BGP93 to reduce bitterness.