I keep production boring — building reliable, secure, and automated infrastructure across cloud platforms. Kubernetes, observability, incident response, and AI-assisted operations that eliminate toil one script at a time.
Designing CI/CD pipelines with security built in — vulnerability scanning for containers, secrets, and Kubernetes, WAF tuning, IAM governance, and compliance guardrails baked into the delivery process.
Building secure, cost-efficient cloud environments on AWS and GCP — from Landing Zone setup and IAM governance to multi-cloud migration and Graviton optimization.
Keeping systems reliably available through Kubernetes platform management, observability stacks, incident response, and eliminating toil with automation.
Building the tooling that glues everything together — automation scripts in Bash, Go, and Python, Ansible playbooks, and internal services that eliminate repetitive ops work.
Bringing AI into operations — LLM-powered incident summarization, RAG chatbots over runbooks and internal docs, and running GPU workloads and self-hosted models on Kubernetes.
Smarter monitoring with anomaly detection, alert noise reduction, and log-pattern clustering — cutting through alert fatigue so humans only get paged when it actually matters.