Malaysia is continuously evolving into a knowledge-based economy. To remain competitive in this shifting landscape, it is crucial to cultivate a future-ready workforce through effective upskilling initiatives. The government and industry players must collaborate to identify the skills gaps and create targeted training programs that equip individual