Ghosh bagged 13 out of the total 20 votes to defeat his nearest rival Baishishtha Trivedi, an independent who secured seven votes.
Trivedi was supported by both BJP and CPI-M for the post.
In the civic polls held on April 25, TMC had won 10 seats, BJP 5, independents 3 and CPI-M 2.