I have bought and sold several vehicles in MD. Seller fills out the back of the title and signs it. You take it to the DMV and get it transferred into your name. Without a current inspection sticker you will have to get temporary tags so you can take it to get inspected. Try to get the seller to get it inspected before you buy it, then you can get your tags right away. Also you will need proof of insurance.