10/28/2026 updated
SV
not available
info: not available until 12/31/2027
Senior Cloud & Platform Engineer | DevOps, MLOps & LLMOps | Kubernetes, AWS, Azure
Bratislava, Slovakia
Worldwide
Master's degree, Computer Science, National Aerospace University "Kharkiv Aviation Institute"About me
B2B contract via EU Private Limited Company (Slovakia s.r.o. / GmbH-equivalent, 100% EU VAT Reverse Charge compliant). Professional Indemnity Insurance: €1,000,000 coverage (Markel Insurance SE / exali.com).
Apache AirflowDevOpsOpenShiftAnsibleAzure Machine LearningDatadogPulumiIstioCloudformationKubernetesHashicorpCloudwatchTerraformDevSecOpsDocker
Cloud: AWS (EKS, EC2, S3, RDS, Lambda, VPC, IAM, CloudWatch), Azure (AKS, Azure DevOps), GCP, Red Hat OpenShift, Linux (RHEL, Ubuntu)
IaC & Automation: Terraform, Terragrunt, OpenTofu, Pulumi, Crossplane, CloudFormation, Bicep, Ansible, Python, Go, Bash
Kubernetes & Containers: Kubernetes, Docker, Helm, Kustomize, ArgoCD, Flux, Istio, Cilium (eBPF), Kyverno, Karpenter, KEDA
CI/CD & DevSecOps: GitHub Actions, GitLab CI/CD, Jenkins, Azure DevOps, Trivy, SonarQube, Snyk, OPA/Gatekeeper, HashiCorp Vault, External Secrets, SBOM
Observability & SRE: Prometheus, Grafana, ELK, Datadog, OpenTelemetry, Jaeger, SLO/SLI, Chaos Engineering
MLOps: Kubeflow, MLflow, Airflow, KServe, Ray (KubeRay), DVC, SageMaker, Azure ML, NVIDIA GPU Operator, MIG, Kueue
LLMOps & AI Agents: vLLM, NVIDIA Triton, TensorRT-LLM, LangChain, LangGraph, RAG, LiteLLM, Langfuse, MCP, Qdrant, pgvector, Weaviate, Pinecone
Data & Messaging: PostgreSQL, MySQL, MongoDB, DynamoDB, Redis, Elasticsearch, Apache Kafka, RabbitMQ
Platform Engineering & FinOps: Backstage, Internal Developer Platform (IDP), Kubecost, JFrog Artifactory, Harbor, Nexus
Compliance: NIS2, DORA, ISO 27001
Experience
Professional experience10+ years
Freelancer since2011
Languages
EnglishFluentRussianNative speakerSlovakGoodUkrainianFluent
Project history
Enterprise MLOps/LLMOps Platform: Architected and operated an enterprise AI platform across AWS and GCP. Implemented end-to-end MLOps using Kubeflow with GPU node groups alongside high-throughput LLMOps inference via vLLM and Triton. Deployed autonomous AI agent workflows (LangGraph, RAG, LiteLLM gateway) with per-team quotas and cost tracking. Configured dynamic GPU autoscaling (Karpenter/KEDA), reducing idle GPU spend by 30%. Led enterprise migration from Jenkins to GitHub Actions on self-hosted EKS runners. Tech: Kubernetes, AWS, MLOps, LLMOps, Generative AI, vLLM, Terraform, Python, GitHub Actions.
K8s AI Security Tooling (open source, own project): Engineered open-source security CLIs in Go: ai-guard-k8s to automatically audit and harden Kubernetes AI inference workloads (vLLM, Ollama, Triton, Ray) using Kyverno and Cilium policies; k8s-remediate-nis2 to convert failed Prowler and kube-bench checks into Kyverno enforcement policies and Terraform fixes, mapped to NIS2 Art. 21, DORA, and ISO 27001 controls. Tech: Kubernetes, Go, Kyverno, Cilium, Terraform, NIS2, DORA, DevSecOps.
Role: Senior Platform / DevOps Engineer.
Delivered enterprise platform and cloud automation across regulated banking and telecom engagements:
• Banking Track: Architected and deployed a regulated multi-account AWS landing zone (AWS Organizations, Control Tower, SCPs, Transit Gateway, IAM Identity Center) via Terraform and AWS CDK with strict change control and audit-ready DR runbooks.
• EU Telecom Track: Delivered DevOps-as-a-Service support for engineering teams, managing Kubernetes workloads, Linux servers, CI/CD pipelines, and infrastructure for an AI-driven Vulnerability Monitoring platform for a major European telecom operator.
Skills: AWS, Terraform, AWS CDK, Kubernetes, CI/CD, Linux, Security & Compliance.
Certificates
AWS Certified Solutions Architect – Associate
Amazon Web Services (AWS)2023