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We are not in the 1930s.

If you have made it to the point of being a Junior Developer, I can assure you food and shelter is not a problem for them. You just have to adjust to a standard of living like the other 7 Billion people on this world.

Also, if a Junior Developer can show me(or anyone) they have built an entire system on their own and explain key concepts, there is no dearth of jobs for them

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This feels like a truism that's easier said than done. In fact, I know someone in that position. They've built things from scratch, they understand things at a deep conceptual level... Oh and they're a math prodigy. How do I refer them to you?

If he is really as good as you say, you can literally ask Claude as to how to go about getting visibility.

It's just a search problem now.

LinkedIn. Our recruiter will contact them /s

Nope, they won't. Recruiters look for keywords and companies on your resume. If someone has built something as a personal project that doesn't count for squat.

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