A person's experience is evidence...namely a single data point. You don't reject other empirical evidence/privilege single data points if you want to make conclusions in a competent fashion.
CRT only seems to acknowledge statistics when they are convenient. Not surprising, given above.
Our tribal origins are unlikely to have had sufficient mobility or apparent differences like skin color in local setting sufficient for them to formulate a concept of "race" back then. People do tend to form out groups, and they do it for a large variety of reasons. One of those reasons is appearance.
Even today, people see discrimination based on appearance. This includes aspects of appearance they can control and aspects they can't. Even among aspects a person can't, we again treat out-grouping people on the basis of can't-control appearances differently. I don't like that, anybody doing it is operating a dishonest standard, like CRT.
It is about as likely to solve "unequal legal outcome" issues as "lol I like god" though.
The correct approach when you observe unequal punishment in practice is to trace direct causality and address that cause.