If I apply for that, isn’t it too late? Is it still possible?

It is too late, unless:
1) You are eligible for the H1b advanced degree exemption
or
2) You work for a not-for-profit org such as university.

Being a part-time employee makes no difference in when you file or how the quota is applied.