Hi, I am Umaira Tahir, an AI and MLOps Engineer specializing in Agentic AI, Generative AI, and Cloud-Native application development. Through this page, I offer freelance IT and educational consulting services, customized curriculum design, and hands-on training in Linux administration and Kubernetes (CKAD framework). Whether you are an institution looking to integrate cutting-edge AI into your programs or a tech enthusiast seeking 1:1 mentorship to bridge the cloud-native gap, let's connect to build and deploy intelligent systems together!