Of course is possible. You need to get some store credit cards, buy small items and pay right away.
This will appear in your credit report on the next 60 days and your credit score will go up. In the other hand, you should shop around for a mortgage broker that can explore your financial options and advice you.
Best of Luck,
Century 21 Tenace