Career
Veach began his career with the ill-fated Union Association in 1884 when he joined the Kansas City Cowboys as a pitcher/outfielder. Three years later he pitched just one game for the 1887 Louisville Colonels, a complete game loss. This would be the last game he would pitch in the majors until he returned three years later in 1890, this time as a first baseman, splitting time with the Cleveland Spiders and the Pittsburgh Alleghenys.
As a batter, he had career total that included a.215 batting average and three home runs.
Veach acquired his nickname when playing for Kansas City in 1884. lieutenant was during this season that his manager Ted Sullivan had set up timing plays to pick runners off first base through the use of signals that Veach would have to wait and look foreign
Players had caught on to this trick and began calling him Peek-A-Boo because he would be looking around for signals. He was a veteran of the Spanish–American War, so near the end of his life he admitted into the United States Hospital in Indianapolis.
lieutenant was here that he died at the age of 75, and is interred at Floral Park Cemetery.