Pytorch, Docker, automation, Python, Machine Learning Algorithm, DeepSpeed, inference workloads, cloud platforms, bare-metal GPU Kubernetes K8s clusters, Monitoring, vLLM, Megatron, distributed and large-scale AI workloads, AI model training, AI computing resource management, Kubernetes K8s, AWS cloud environments, CI CD pipelines, Scheduling, Linux systems, GPU-based AI infrastructure, end-to-end ML workflows, AI ML frameworks

S3, Lambda, Ec2, Api Gateway, AI ML concepts, data pipelines, AWS cloud services, model operations

Java, Python, R