The key process parameters influencing Home Depot modified bitumen include the type and amount of polymer used, the mixing temperature, and the shear rate during blending. The polymer selection affects the elasticity and temperature susceptibility of the modified bitumen. Higher mixing temperatures can enhance the dispersion of the polymer, while optimal shear rates ensure uniformity. Additionally, the duration of mixing impacts the homogeneity and performance characteristics of the final product.