i got it checked.
im going to explain in layman terms since i dont know the technical jargons for these.
the issue was this section which i have attached herewith. This section is what connects the rack and the steering column (as i was told), once the gap between the sections connect both ends is tightened i didnt get that noise. however i was asked to monitor if im getting the noise again.