How to adjust Epson xp-830 colors?

Question

Epson

There is an EPSON XP-830 printer available.
I edit photos using iphone apps. I print from the same device using AirPrint and Epson IPrint. But when printing a b / w photo, I found that the shades go towards blue, so you need to change the color profile. On the Internet, they write a lot how to edit these color profiles, but save them on a computer. Accordingly, when printing from a mobile device, these color profiles will not work.
The printer itself, when changing paper, requests the size and type of paper, and the type of paper determines the color profile (I think so).
As a result, the question is: is it possible to customize the profiles stored in the printer?