During Atterbury's tenure as company president, the Pennsylvania Railroad undertook a $250 million project to electrify a 245 miles multi-track main line that ran between New York City and Washington, D.C. Begun in 1928 and completed in 1935, it was the largest capital improvement project ever undertaken by an American railroad company up to that time.