Zela came through the youth ranks of Alianza Lima. However, he did not make an appearance for their senior team. In mid-2007, Adrian joined Coronel Bolognesi. He made his senior club debut for them in 2008. In December 2009 was transferred to Club Universitario de Deportes.
