 Later, in 2004/2005, Muižnieks led Ventspils to ULEB Cup quarterfinals in 2004/2005.Few years later in 2007/2008, his Barons/LMT won FIBA EuroCup title.In 2011/2012, as coach of Polish side Trefl Sopot, he was named as the Coach of the Year in Poland.