Can you choose to pursue a pharmaceutical degree after completing BS in chemistry?

Of course. No specific degree is required for pharmaceutical colleges. Check with the individual institutions as to what classes are required for entrance, and what tests you will need to take. Other than that, just do well in your classes and make sure to do plenty of extracurriculars!