I developed a 2D COMSOL model to simulate the diffusion of insulin through microneedle arrays into the dermis and epidermis. By fine-tuning initial concentration and therapeutic dosage, I ensured an efficacious concentration of insulin was reached. My analysis included generating heat maps and concentration profiles, optimizing microneedle geometry, and proposing improvements for more accurate in vivo simulations.