As a younger player, Bochoridis was speculated and compared by some as being a possible successor to Greek legendary point guard Dimitris Diamantidis in the future, but never quite lived up to those lofty expectations.
[2] Bochoridis began his professional career with the historic Greek League club Aris Thessaloniki in 2010.
[4][5] The first statement of Bochoridis as a player of Panathinaikos, was that he was playing at the highest European level, and that he would do his best for the team.
[7] On 17 January 2016, he returned to action in a Greek League game, in a home win against his former club, Aris, which his team won by a score of 80–59.
On July 23, 2020, Bochoridis made his return to Panathinaikos after two and a half years, as the club was going into a rebuilding phase.
On July 11, 2023, Bochoridis amicably parted ways with the Greek powerhouse for the second time in his career.