state management , React, Cloud Computing, CrewAI, multi-agent systems, ADK, vector databases, AI-driven solutions, LangGraph, RAG-like architectures, granular tracing, LLM-native metrics

Scripting, Terraform, Ansible, Azure, Kubernetes, Aws Cloud, Linux-Redhat, Networking Fundamentals, F5 Loadbalancer, Switching

Cuda, Gcp, Linux, Terraform, Azure, Kubernetes, Python, AWS, AI orchestration frameworks, Triton Inference Server, Infrastructure as Code, GitOps, GPU infrastructure, Go, NVIDIA GPUs, vector databases, Ray Serve, KServe

Unix, C, Linux, Python, Accelerator toolchains, Device-side debugging, Multi-package release engineering, Machine learning fundamentals, Build systems, ML compilers

Cloud, Linux, Terraform, Ansible, Gpu, Python, Kubernetes, Go, AI Infrastructure

Linux Networking, InfiniBand subnet management, Virtualisation on Kubernetes, Data center network design, Hybrid and multi-cloud connectivity, Kubernetes networking, RoCEv2 on Ethernet, Routing and overlays

Shell scripting, Python development, API development and integration, Linux command line administration, TMSH, iRules, Ansible automation, F5 LTM GTM administration, iControl APIs, Infrastructure-as-Code practices