After the songs "Vilaathah Ehvanee Ey" and "Liyefaa Vamey Hithugaa Thinan" from the film Aan... Aharenves Loabivin (2002), he became inactive in the music scene though he was part of few studio albums released afterwards until the year 2006.
After a gap of two years, Huzam was heard in the song "Loabin Kalaage Athugaa" from the album Loabi Vaathee (2009).
"Mausoom" from the film Amaanaaiy (1998), "Dhinee Zaharu Mithuraa" from Malakaa (1999), "Nayaa Farive Zeenaiyvee" from the album Gumree (2000), "Thadhaa Veynugaa" from the television drama Hulhukolhu (2000) and "Beynumey Ishqaa" from Neyvaa (2000) remain as some of his most popular releases in his career.
[6] Aishath Maaha from the same publication opined that the "emotion and pain" in his voice has favoured him with the success in many of his releases.
[6] Huzam died on 11 August 2022 after a long illness, whilst being treated abroad in India.