“Addressing Silicon Shortages and Supply Chain Constraints in AI Hardware Deployments: A program Manager’s Perspective” (2025) International Journal for Research Publication and Seminar, 16(2), pp. 143–150. doi:10.36676/jrps.v16.i2.59.