I definitely have this problem, but perhaps not quite in the way the app is solving. From the site - love the retro theme! - it seems that I can remember names

I definitely have this problem, but perhaps not quite in the way the app is solving. From the site - love the retro theme! - it seems that I can remember names and associate them with mnemonic facts (such as a job title). That's fine, but my big problem is associating the name with the face. I can usually remember who the person is and what they do once I remember their name (or they kindly tell me), but the moment of blankness when I meet them and have no idea who they are is embarrassing and unprofessional. I can't think of an obvious solution to this given that many people (myself included) have unrepresentative profile photos on the 'net, though I've seen 'face memory' games work well when the photos are good.