Your numbers don't seem hopeless even though it probably feels that way. Factor in a large number of your apps probably never even got reviewed by a human. Then

Your numbers don't seem hopeless even though it probably feels that way. Factor in a large number of your apps probably never even got reviewed by a human. Then your app to interview ratio is not bad when a human reviews it given the market. There are a lot fewer manager roles and they are being cut by big tech left and right. I would start applying to majority dev roles and practice your tech interviews to get that number up.