There's a preliminary filter, of course - though it's not like there's a sufficient dearth of people to look through that there's no reason for those not to be generated and customized to fit - though there's still a couple dozen cascading down the page, zoomed in and out for different levels of emphasis and 'fittingness', presumably.
I wave my hand and pull up a first card - Amaya, apparently.
Her hair is deep black, complimented by the gloss of her pale slightly gaunt skin, and the image of her has a soft-black cloak cascading over her shoulders, almost hiding the glint of the polished-grey inset in her shoulders, her eyes glistening with the same sheen as her steel. The contrast is stark - enough for me to mostly dismiss any instinct to think of her as simply a goth going for a more dramatic impression.
She's a 'magesmith' apparently, a worker with mystical cybernetics, golems and all manner of things wrought in metal. She got educated in one of the lower labourer's teaching tenements after she landed their from a pump-and-dump from some wealthy traveller that the Galaxia doesn't have any further details for me on. She grew up under-provisioned and mostly unloved, which really didn't help the fact that being transgender isn't exactly the most supported thing in the slums where having enough to survive in a world of giants is paramount. Probably some of the disdain from the rest of the people there was from the fact that she probably - and indeed did -end up having some special talent that let her claw out of the place - a skill for conjury and metalwork that landed her an apprenticeship in one of the better districts with an abusive 'master' at the art. She made her way out of that hole, eventually, and found a chance to come here to get a chance to find some greener pastures, and reading between the lines the medical package was likely up there for her for much the same reason it was for me.
The statistics look good too - she seems like a genius in terms of g, her magical potential and present abilities look solid, she even has a good amount of resources and street-knowledge, though the rest looks more average for the crew. It doesn't look like her soul is particularly inclined for mythical ascension and she has some sort of complicated mostly negative interaction with the light that gives her a middle-high score on that, though conjecturally she'll probably take to the arts of the Summer Empire's mages rather readily, which is a pretty good plus, though the details are apparently fuzzier, probably due to magitech parity between the organizations and compounding error sources from the enhancements that'll apply there.
Looking through the personality summary is reasonably reassuring, too - she's high Neuroticism and Conscientiousness and low on the rest of the five factors, but that's fine - expect she's probably skittish in ways that'd be painfully familiar, and if those magical ratings are any indicator the fact that there's not more messes in her history makes it seem like she's fine on discretion and keeping things clean.
It's hard to judge too much without meeting her, but I expect she's rated this highly on the list for a reason - she seems eminently like the sort of person that I could get to know and learn inside and out well enough.
...And there's no biographical information about her sexual or romantic inclinations, so whatever comes of that will be a surprise, it seems.
I bury that thought in the back of my head to come back to later, flushing slightly, and move on down the list.