A T-beam has a profile (sectional) advantage when used in the right way. 

It consists of 3 sides of flat protruding pieces and 5 planes (one plane more than a rectangular or square section) that can receive other members or material and for joint. 

A T-beam is also lighter compared to a rectangular (hollow section) beam, it uses lesser material to build than a rectangular beam.