Krishna Kumar Tiwari et al. 2026. Design of Resource-Efficient AI Models through Parameter Reduction and Accuracy-Aware Compression. International Journal of Computer Information Systems and Industrial Management Applications. 18, 13s (Jul. 2026), 1076–1084. DOI:https://doi.org/10.70917/ijcisim-2026-4148.