Statistics expert for feature engineering

I am currently working on a model that requires revisiting features that were originally used by a different person. I need help brainstorming the various metrics I should look at while refreshing features of a logistic regression model. The ask is simple: brainstorm metrics for feature engineering of a logistic regression model.

Category: IT & Programming
Subcategory: Web development
What is the scope of the project?: Medium-sized change
Is this a project or a position?: Project
Required availability: As needed
Roles needed: Project manager