Gasparis started football in 1927 at Ethnikos Kaisarianis and in 1930 he moved to Apollon Athens. In 1935 AEK Athens wanted to sign him, but since Apollon did not give him, he went to AEK Piraeus for a year and in 1936 he joined AEK Athens, remaining until 1950, where he retired from playing at the age of 37. During his 14-year presence in the club, he was a key player in the defense of the team helping them win 2 consecutive Panhellenic Championships, 3 Greek Cups and 4 Athens FCA League, including the first domestic double by a Greek club in 1939.
Completing his football career, Gasparis became a coach and was on the bench of several clubs, while in 1973 he worked as an assistant coach of Billy Bingham in Greece.