Human capital—the stock of skills, education, health, and abilities embodied in the workforce is a central pillar of sustainable economic growth and social development. In the context of Bangladesh, the paradox of high GDP growth alongside persistent skill gaps, unemployment among educated youth, and poor health indicators highlights the need for a strategic overhaul in human capital development. This paper examines the current state of human capital in Bangladesh, identifies structural and institutional challenges, and proposes forward-looking policy interventions to harness the country’s demographic dividend and avoid the middle-income trap. Drawing on global evidence and Bangladesh-specific data, the paper highlights the importance of quality education, vocational training, early childhood development, and technological innovation in driving inclusive and sustainable growth.