In 2014, Zieliński moved to the 94 kg category. He won gold at the 2014 European Championships in Tel Aviv and silver at the 2015 World Championships in Houston. He was disqualified from the 2016 Summer Olympics after an illegal substance (nandrolone) was detected in his A sample from the Polish national championships in July.