"People worried about reproductive rights should realize that Hobby Lobby is a private corporation."
"People worried about gay rights should realize that Chick-fil-A is a private corporation."
The choices of private organizations and individuals have huge effects, and it's reasonable to criticize them if we disagree with their actions. But on the other hand, I agree that it's important to give private organizations freedom. This is a difficult trade-off; we need to consider both sides of it, and whatever principle we decide on, we should apply consistently. So unless you'd also defend historical gender segregation at private universities, or defend Hobby Lobby and Chick-fil-A, you should find a different defense of Harvard's actions.