From ọlá ("honour, wealth") + yí ... ká ("surround") + mi ("me"): "honour surrounds me." Shortened to Yinka.
Source: Yoruba oríkì surname, cross-referenced across the DiscoverYorùbá surnames guide and the ọlá- pattern attested in 0043