The famous American figure known for the "I Have a Dream" speech is Martin Luther King Jr.. Delivered during the 1963 March on Washington for Jobs and Freedom, this iconic speech emphasized the need for racial equality and justice in America. King's vision for a society free of racial discrimination resonated widely, becoming a pivotal moment in the Civil Rights Movement and inspiring generations to advocate for social justice.