Can I go into software domain being a mechanical engineer?

Surely you can, you can opt for MCA regular or distance . If you opt for MCA distance then I would advise you to work simultaneously in the IT sector, though getting a job initially would be problematic but you can start as an IT intern and should have solid reason in the interview that why you want