It is possible, if you pay your bills on time. If you have steady income, why is your FICOs so low? Why doesn't your husband have credit? Underwriters will want to double check your file if your husband has no credit. Do you pay your rent by check? If not start doing that. The same for utilites and insurance. You may want to add your husband to some of your credit cards.