Veep Meets Veep. Photographer David Lienemann captured the filming of a scene from the HBO show “Veep” with the real Vice President – Joe Biden – and the TV Vice President, actress Julia Louis-Dreyfus, near the gate at the vice president’s residence in Washington, D.C. on April 23, 2014. Number One Observatory Circle, the official home and residence of the Vice President of the United States Source: AP. Photographer: David Lienemann. Text Credit: Charles Denyer.