The document presents a study on the optimal design of highway embankments using stone columns to address issues of low bearing capacity and excessive settlement in soft clay soils in southern Iraq. By utilizing ANSYS software for modeling, the research demonstrates that implementing stone columns can significantly reduce settlement by 99% and improve bearing capacity by 15%. The findings illustrate the effectiveness of an optimized design process over traditional methods, resulting in reduced construction costs and enhanced safety factors.