Not sure if you're bound to one location, but you can try applying to other cities if that's an option for you. I mention this since I know quite a few entry-level devs in NYC still trying to get their first development job, while others have had more success in other cities.
I also think it's a decent strategy to gain experience elsewhere, and then move to a city that you like.
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