Artificial intelligence has moved far beyond the research lab. It is now embedded in healthcare diagnostics, manufacturing automation, fintech risk models, and next-generation mobility systems. As companies across industries race to operationalize AI, hiring managers are no longer impressed by certificates alone they want candidates who can build, deploy, and