Yuen joined the Federation of Malaya Police on 1 December 1950 as Probationary Inspector. In 1952, he was posted to Gerik Police District Special Branch. Later, he was transferred to Sungai Siput and after that, he was awarded the Colonial Police Medal in 1957.
