Looks like the processing time from application start date to final offer letter could take a few months to complete.

The applicants usually apply for a few jobs concurrently.

By the time the final offer is ready, the applicants would have already landed in another job (probably from the faster private sector), and the whole cycle will be repeated for another applicant.

No wonder the HR from govt sectors are so perpetually busy.