Can I pursue B.Arch after completing diploma in civil engineering?

Yes, you can. As the eligibility for B.Arch is class 12th in any stream with mathematics and minimum 50% marks in aggregate or 3 years Diploma in any engineering stream with minimum 50% marks + for some institutes you need to qualify in architecture aptitude test (NATA/ AIEEE/ SET).