Bridging the gap between scalable infrastructure and intelligent LLM-powered applications.
💼 Open to DevOps / Platform / SRE roles — remote-first
DevOps / Platform Engineer with 4+ years operating production Kubernetes across 50+ enterprise environments — on-premises and hybrid, under strict data-residency and security requirements.
- 🚀 GitOps as a daily driver — Argo CD (+ Image Updater), GitLab CI/CD pipelines with SonarQube quality gates
- 🧯 Reliability end to end — weekly on-call rotations, incident response & root-cause analysis (container runtime failures, etcd overload, disk pressure)
- 📡 Built Observer — an in-house monitoring, alerting & anomaly-detection platform (InfluxDB · Grafana · RabbitMQ · Telegram alerting)
- 🤖 AI infrastructure in production — vLLM / Ollama model serving and RAG retrieval for an SAP-integrated enterprise AI product (semantic search accuracy 65% → ~95%)
- ☁️ Currently — Terraform on AWS (R&D provisioning), preparing AZ-900, and writing my M.Sc. thesis on LLM-based network intrusion detection (Zeek + LangChain)
- 🏠 Homelab — K3s on a VPS with Traefik, cert-manager & Let's Encrypt, self-hosting my own services
- ✍️ Writing about DevOps & infrastructure at cagatayuresin.com
- M.Sc. Computer Engineering — Sivas Cumhuriyet University
Thesis focus: AI-augmented network intrusion detection, Zeek-based log analysis, LLM-assisted DNS tunneling detection - B.Sc. Computer Engineering — Sivas Cumhuriyet University
Graduated with Honors · GPA: 3.43 / 4.00 - Undergraduate Study, Electronic Engineering — Bursa Uludağ University
Strong background in electronics, embedded systems, and low-level technical thinking
|
|
|
|
|
|
|
|
|
|
|
|
|
|
||
|
|
|
|
|
|
- KubeOwl: Agentic RAG for Kubernetes Operations
- ITBench Explained: AI Agent Benchmark for IT Operations
- Keel for Kubernetes: Simple Automated Deployments from Your Registry
- Automated Deployments on K3s with ArgoCD Image Updater
- Observer Lite: Self-Host It, Watch Everything