Having begun his career at Shams Ul Huda Football Academy in his hometown Jessore, Rabby joined Fakirerpool Young Men's Club in the Dhaka Senior Division League in 2012.
[2] Rabby scored 6 goals from about 12 games for Agrani Bank SC in the 2012 Bangladesh Championship League.
[3] On 8 April 2015, Rabby scored a stoppage time equaliser for Rahmatganj MFS in a 2–2 draw with Abahani Limited Dhaka during his Bangladesh Premier League debut.
[4][5] Rabby was the third highest local scorer in the 2018–19 league season with 8 goals for Brothers Union, however, he was not called up to the national team by the head coach at the time, Jamie Day.
[6][7][8] On 27 November 2021, Rabby scored in his debut to guide Sheikh Russel KC to an opening day victory over Uttar Baridhara Club in the 2021 Independence Cup.