Reynolds was also the head baseball coach at North Carolina (1898–1899) and Georgia (1902–1903), tallying a career mark of 24–14–2.

As a baseball coach, Reynolds compiled a 21–5–1 record in two seasons at North Carolina.

As the Georgia football head coach, he compiled a record of just 5–7–3 during his two-year stay.

As a baseball coach, Reynolds fared better, posting a 13–9–1 record over two seasons.

Reynolds left Georgia in 1903 to pursue a business opportunity in Canada.