As a trans person, i would request you to make sure your tool doesn't discriminate against people of my vulnerable group, which is happening very often with any tool that depends on facial recognition
In this specific case, the model I’m using (KDM biological age) relies on sex-specific medical reference parameters from the original research datasets. The field isn’t used to define identity — it’s only to apply the correct physiological coefficients.
That said, I recognize that models like this were built on limited population data, and they may not perfectly represent everyone’s biology. I’m actively thinking about how to communicate those limitations transparently and improve inclusivity over time.
Thank you again for calling this out, it genuinely matters.