The landscapes of Malaysia, close to the natural environment in the mountains, beaches, and fishing villages became a main theme in A.J. Rahman's oeuvre. Rendered with light and uplifting colours, the scene is enlivened by the artist's deft brushwork and skill. A nostalgic atmosphere pervades the fishing village settlement, brought to life through the artist's skilful brushwork.
A.J. Rahman, together with A.B. Ibrahim and Saidin Yahaya, formed a group named Tiga Serangkai which was the start of the art history in Kedah. In 1946, the trio opened up their art studio called Warna Art Studio located in Pekan Rabu, Alor Setar. Besides being an artist, A.J. Rahman was also a school teacher.