Goutam is a common Bengali transcription of the name Gautam, which has its roots in ancient Indian culture. The name Gautam is traditionally associated with the sage Gautama, a significant figure in Hindu and Buddhist traditions. In Bengali culture, Goutam is often used as a given name, reflecting the cultural and linguistic adaptations of the original Sanskrit name.