Can a fresher become a Big Data Architect

No. Data Architect is an advanced-level role and requires many skills. And theseskillsrequire experience so it's not for freshers. There are few companies that hire freshers as Data Architect but when you join, the work you would do will be different from the work n actual Data Architect would do.