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academic approaches
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academic approaches

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@experiment-x @devops-best-practices @mlops-best-practices @best-aI-technologies @sqagi

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vlobachev/README.md

πŸ‘‹ Hi, I'm Vitaly Lobachev

Cloud Platform / DevOps Engineer / AI Explorer | PhD | AWS / Kubernetes / Terraform / ArgoCD

πŸ’¬ Bringing order to chaos through code.
πŸš€ I build infrastructures that scale, recover, and evolve.
🌍 Based in Amsterdam, currently exploring the frontier between DevOps, GitOps, and AI/LLMOps.


🧠 About Me

I’m a systems engineer with 15+ years of experience in IT, focused on building resilient, scalable, and reproducible platforms β€” from bare-metal environments to cloud-native and AI-powered infrastructures.
I treat infrastructure as a product and pipelines as craft, always aiming for simplicity, automation, and transparency.


πŸ”§ Key Skills

πŸ› οΈ DevOps & Cloud Engineering:

  • AWS (EKS, EC2, Lambda, S3, RDS, VPC, Control Tower, and more)
  • Kubernetes, Helm, Istio, ArgoCD, Argo Rollouts
  • Terraform, Ansible, Packer, GitHub Actions, Jenkins, TeamCity, GitLab CI
  • Docker, ECS, Kops, MicroK8S

πŸ“Š Monitoring & Observability:

  • Prometheus, Grafana, Thanos
  • ELK stack, Graylog, Zabbix
  • Logging, alerting, self-healing with liveness/readiness probes

πŸ” Security & Reliability:

  • HashiCorp Vault, AWS KMS, encryption best practices
  • High Availability, DDoS Protection, Incident Management

πŸ“¦ Data & Warehousing:

  • MongoDB, MySQL, Postgres, Redis
  • Snowflake, Hadoop, Hive, Airflow
  • DataHub, API Gateways, DynamoDB

🧠 AI / LLMOps (current focus):

  • Onyx GenAI Enterprise Search, LiteLLM, Claude Code
  • GitOps & CI/CD pipelines for LLM infrastructure

πŸ’Ό Work Experience

  • Platform Engineer @ Bitvavo Built and optimized crypto infrastructure using AWS, Kubernetes, Terraform, ArgoCD.

  • Senior DevOps Engineer @ DataArt / Experiment X CI/CD automation, IaC, Kubernetes migrations in cloud environments.

  • Project Lead & DevOps @ Samson-opt / Rework From full-stack engineering to leading infra automation and observability setups.

πŸ“œ More details on my LinkedIn


πŸ›  Recent Projects

  • πŸ“ˆ LLM Infrastructure Automation: CI/CD pipelines for 50+ wallet nodes, integrated Mongo Atlas & Snowflake
  • 🌐 Kubernetes & Istio Migration: multi-account AWS setup, Argo Rollouts, mesh networking
  • πŸ§ͺ A/B Deployment Rollouts: via Argo Rollouts, Prometheus metrics
  • πŸ“Š Unified Observability Stack: Grafana + Thanos dashboards and alerts
  • πŸ” Security by Design: HAProxy self-healing, AWS KMS encryption, audit-compliant workflows

🎯 Interests & Goals

  • Advancing in LLMOps and AI Infrastructure
  • Contributing to open-source DevOps projects
  • Developing curated repositories for DevOps Best Practices (see below πŸ‘‡)

πŸ“ Links & Profiles


β€œTreat infrastructure like a product. Treat pipelines like code. Automate everything that’s boring.”

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  1. vibecode vibecode Public

    Collaborative Vibecoding Project - Natural-language driven development through agentic IDEs for team collaboration

    Handlebars 4 1