Tips for a freshman's internship search

I am a freshman studying Math at an engineering target school (< 20% acceptance) I've found it very difficult to find relevant work experience at HF/IB/PE/BB this summer. I am based in NYC and was wondering if you guys have any advice or know companies that hire freshmen for paid/unpaid internships. 

So far, I have tried going on job boards but those jobs either get back saying they aren't looking for freshman or don't respond. I have been trying to change up how I look for an internship and am willing to put in a good amount of time for this. What methods can I try out and what do you guys think of these ideas:

  • Cold emailing firms with my resume 
  • Networking with school and club alums (pretty strong network
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