Olmedo was originally signed by the Cincinnati Reds as an undrafted free agent on January 21, 1999. He made his Major League debut on May 25, 2003 against the Florida Marlins, striking out as a pinch hitter. He made his first start the next day, against the Atlanta Braves and was hitless in 4 at-bats with 2 strikeouts. He recorded his first Major League hit when he went 3 for 4 against the Marlins on June 1. In parts of 4 seasons with the Reds, he appeared in 171 games and hit .228. He hit 2 home runs with the Reds, the first was on September 23, 2005 against Aquilino López of the Philadelphia Phillies and the second was on September 18, 2006 against Roy Oswalt of the Houston Astros.\n', '

He was selected off waivers by the Toronto Blue Jays on January 19, 2007. He appeared in 27 games for the Blue Jays, hitting only .216.\n', '

On February 1, 2008, Olmedo was claimed off waivers from the Toronto Blue Jays by the Pittsburgh Pirates.\n', '

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