He was the son of Patrick Casey, a storeman, and his wife Susan (née O'Dea). With little formal education, Casey went to sea and came into contact with trade unionism. He probably immigrated to Queensland, Australia, in October 1883 and worked as a seaman, bushworker, coalminer and wharflabourer.
On 14 October 1883 Casey married his first wife, Alice Tighe (née Shile), who had already been married twice before. She left him in 1895 in New Australia and he then married Maria Antonia Sosa, a Paraguayan woman.
With Maria and their two sons, Casey raised cattle at La Novia, "dabbled in sidelines[clarification needed]" at Asuncion, and wrote occasional letters and articles for the Australian Labor press. Casey was for many years the chief of police at New Australia.
In February 1886, Casey was associated with the Queensland Maritime Council through the Brisbane Wharf Labourers' Union which he helped form the previous year. In 1888 the council sent him on an organizing mission to Maryborough, Bundaberg, Rockhampton, Mackay and Townsville; there he helped to found the Townsville Trades and Labor Council (T.L.C.).
As a member of the Brisbane T.L.C., Casey became a trustee for the Trades Hall reserve, worked for the June 1889 reconstitution of the council into the Australian Labour Federation (A.L.F), and became a member of its central district council.
In December 1889, along with Thomas Glassey and Albert Hinchcliffe, Casey successfully went to and brought the bush unions into the A.L.F. Casey was appointed full-time[further explanation needed] in April 1890 and in his first frenetic three months organized new unions and established district councils of the A.L.F. at Maryborough, Rockhampton, Charters Towers and Townsville. In February 1890 Casey was appointed the first chairman of the board of trustees of the Worker.
Embroiled in the 1890 maritime strike, and 1891 shearers' strike, Casey preferred a general strike over Australia when more pragmatic union leaders wanted to negotiate a return to work, lest the defeats are turned into a rout. His extremism attracted attacks by anti-labor forces.
In the newspaper the Judge, he was accused of incest and, in subsequent libel action, he was awarded contemptuous damages which did not cover costs. In Barcaldine, he was accused during the shearers' strike in 1891 of arson and jailed for two weeks before he was discharged without the charge being heard.
Casey was a self-proclaimed evangelist for the 'new unionism', believing it would radically transform existing society, which he saw as dominated by "those who rob legally, those who rob illegally and those who it pays to maintain the law". After the failed shearers' strike in 1891, he found it hard to accept the A.L.F's support for the founding of the Australian Labor Party because he felt it would be easy prey for "wirepullers". He became a fervent member of William Lane's New Australia Co-operative Settlement Association, which had set itself the goal to establish a utopia at New Australia, South America. Casey donated his Brisbane home as a prize in a fund-raising raffle and left on 31 December 1893 with his wife with the second group of settlers on the ship Royal Tar Australia on the way to New Australia in Paraguay.
He remained in the Australian colony of New Australia even after it split, returning to Australia briefly in 1894 to try to obtain further support for the colony. He was elected president of the Sociedad Co-operativa Colonizadora Nueva Australia in 1896, though the colony's income improved rapidly after his defeat in 1900. He was the police chief of New Australia until he died on 2 October 1946.
- Sullivan, Rodney, 'Casey, Gilbert Stephen (1856–1946)', Australian Dictionary of Biography, National Centre of Biography, Australian National University, accessed 9 July 2011.
- "IN THE WORKER'S WORLD.". Worker (Brisbane, Qld. : 1890 - 1955) (Brisbane, Qld.: National Library of Australia). 16 April 1940. p. 11. Retrieved 26 May 2012.
- "BOARD OF TRUSTEES' ANNOUNCEMENTS.". Worker (Brisbane, Qld. : 1890 - 1955) (Brisbane, Qld.: National Library of Australia). 1 March 1890. p. 8. Retrieved 24 May 2012.
- "FIRST "WORKER" BOARD OF TRUSTEES.". Worker (Brisbane, Qld. : 1890 - 1955) (Brisbane, Qld.: National Library of Australia). 6 March 1950. p. 17. Retrieved 24 May 2012.
- "PUBLIC MEETING.". Morning Bulletin (Rockhampton, Qld. : 1878 - 1954) (Rockhampton, Qld.: National Library of Australia). 30 May 1891. p. 5. Retrieved 26 May 2012.
- "SMOKE-HO.". Worker (Brisbane, Qld. : 1890 - 1955) (Brisbane, Qld.: National Library of Australia). 4 April 1891. p. 3. Retrieved 26 May 2012.
- "THE "NEW AUSTRALIA" SETTLEMENT IN PARAGUAY.". The Brisbane Courier (Qld. : 1864 - 1933) (Qld.: National Library of Australia). 4 July 1893. p. 6. Retrieved 2 August 2011.