WW Principal Solutions Architect, Agentic Transformation @ AWS · Kubestronaut · Speaker
Still automating things. Just different things.
I started automating things in 2017 and never stopped — Ansible playbooks, Terraform modules, and Jenkins pipelines turned into a career-long obsession with eliminating toil. That evolved into container orchestration (ECS, Kubernetes), platform engineering, and go-to-market strategy for cloud customers.
Today I lead Agentic Transformation initiatives at AWS: designing technical workshop programs for field teams and partners, building AI-readiness assessment frameworks, and leading cross-functional teams shipping AI-native architectures at scale.
- 🔭 Working on: Agentic AI, AI-native architectures, and Kubernetes at scale
- 💬 Ask me about: Kubernetes, Amazon EKS, Agentic AI, GenAI on EKS, GitOps, SaaS, DevOps
- ⚡ Fun fact: I play music 🎸
- AWS re:Invent 2025 — CNS421: Streamline Amazon EKS Operations with Agentic AI 📹
- KubeCon EU (London) 2025 — From Logs to Insights: Real-time Conversational Troubleshooting for K8s with GenAI 📹
- KubeCon NA (Atlanta) 2025 — SOCI: Improve Cold Start Times of Your Models on EKS 📹
- KCD Texas 2025 — Resource Optimization on EKS with StormForge 📹
- PlatformCon 2025 — From Chaos to Control: Structuring GitOps Repos for Scalable K8s 📹
- DreamSquad Partner Meetup 2026 — Agentic Readiness with AWS Transform 📹
- KubeCon NA 2024 — Accelerating Application Delivery with OpenTofu Controller and GitOps
→ 29 talks & videos total in the full portfolio
- New in AWS Transform: Analyze Your Code for Modernization and Agentic Readiness · AWS Blog, 2026
- Architecting Conversational Observability for Cloud Applications · AWS Architecture Blog, 2025
- Introducing AI on EKS: Powering Scalable AI Workloads · AWS Blog, 2025
- DeepSeek R1 Models Now Available on AWS · AWS Blog, 2025
- Applying Generative AI to CVE Remediation in CI Pipelines · AWS Blog, 2024
→ 24 posts total in the full portfolio
| Repository | Stars | What it is |
|---|---|---|
| gen-ai-on-eks |  |
GenAI on EKS reference architecture using Ray |
| deepseek-using-vllm-on-eks |  |
DeepSeek reference architecture for EKS with vLLM |
| eks-troubleshooting-agentic-ai-chatops |  |
Agentic EKS troubleshooting with GenAI (re:Invent CNS421) |
| eks-saas-gitops |  |
Multi-tenant SaaS on EKS using GitOps (ArgoCD/Flux) |
→ 21 code samples & contributions (incl. Data on EKS, GenAI CVE Patching) in the full portfolio
Kubestronaut 🥋 — the full CNCF Kubernetes stack:
AWS (8 active certifications):
AWS Containers Blog · AWS Migration & Modernization Blog · NVIDIA Developer Blog · The New Stack · PlatformEngineering.org · Sessionize
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Aggregated across 1 machine(s) · 2026-05-28 → 2026-07-01 · auto-updated by stats/. Safe metrics only — no prompts, code, or cost. Models: claude-haiku-4-5-20251001, claude-opus-4-6, claude-opus-4-7, claude-opus-4-8.