JFK destroyed this country with his Immigration Act.
You're referring to Celler-Hart, which was signed into law by LBJ in 1965.
Kennedy was an ideologically mixed bag so it's hard to second-guess what he would have done, but since he was socially liberal he probably would have signed Celler-Hart into law had he been alive.