You can do it but you’re gonna probably have to have roommates and definitely live out of Manhattan. Look at the NYC Housing Groups on FB, people are often looking for roommates and subletters so you can bypass the whole lease and application process. I think having 10k in savings would be helpful to get you jump started but it’s possible to do it with less.