Malaysia is steadily evolving into a knowledge-based economy. To remain competitive in this dynamic landscape, it is critical to cultivate a future-ready workforce through effective upskilling initiatives. The government and industry players must collaborate to recognize the skills gaps and develop targeted training programs that equip individuals