It is possible but depends on your age and what kind of neighborhood downtown you would enjoy.

A reverse commute from DC to Columbia would become a grind most days. The neighborhoods of federal hill or Canton or locust point in Baltimore would be doable. Federal hill is mostly younger 20 something's.