Can I start my own company after 2-3 years of experience in the field of IT? If I'm not interested in doing a job, can I do this?

Yes, you can start but remember before starting a company you should have proper knowledge of IT field first so that you get the work on time. Second, you should have knowledge of how to start the company. I will suggest you to start it from startup India platform. You will get necessary funding and