ML/DevOps Engineer with 5+ years of experience building resilient AI/ML infrastructure and developer platforms.
🔹 Infrastructure as Code: Terraform, Ansible, Helm, Makefile
🔹 Container Orchestration: Kubernetes, Docker, GitOps workflows
🔹 ML/AI Platforms: PyTorch, TensorFlow, vLLM, Triton Inference Server, ClearML
🔹 CI/CD & Automation: GitLab CI/CD, Bash, Python scripting
🔹 Monitoring & Observability: Prometheus, Grafana, Loki
🔹 Cloud & Security: Yandex Cloud, LDAP auth, SOPS for secrets encryption
I focus on automating deployment pipelines, optimizing GPU clusters for LLM workloads, and creating self-service infrastructure for development teams.
Lead ML/DevOps Engineer | Magnit Tech (ITM) | Jun 2025 – Dec 2025
IT division of Magnit, supporting infrastructure for 30,000+ stores
🔧 Stack: PyTorch, TensorFlow, Docker, Terraform, GitLab CI/CD, Kubernetes, Helm, Python, Bash, Linux, Nginx, Prometheus, Grafana, Loki, Yandex Cloud
✅ Deployed monitoring for high-performance LLM inference servers (vLLM, Triton)
✅ Optimized Kubernetes clusters with Helm + Prometheus/Grafana/Loki stack
✅ Built IaC automation with Terraform, Makefile, and GitLab CI/CD pipelines
✅ Implemented LDAP authentication and SOPS-based config encryption
✅ Set up ClearML platform for ML experiment tracking and workflow automation
ML/DevOps Engineer | Evrika | Dec 2023 – Jun 2025
R&D company specializing in information systems
🔧 Stack: PyTorch, TensorFlow, Docker, Terraform, GitLab CI/CD, Kubernetes, Helm, Python, Bash, Linux, Nginx, Nvidia, Ansible, MLPerf, OpenNebula
✅ Integrated Nvidia technologies (MIG, OpenNebula) for GPU resource optimization
✅ Customized MLPerf benchmarks; created local PyPI/GitLab mirrors to reduce traffic costs
✅ Automated developer environments via GitLab CI/CD + Ansible + Terraform
✅ Migrated multiple products from CPU to GPU infrastructure
✅ Authored comprehensive documentation for ML/DevOps workflow optimization
Python Developer / DevOps | KuPi | Jan 2020 – Jun 2023
Construction automation and security solutions
🔧 Stack: AWS, Docker, Terraform, Python, Bash, Linux, Nginx, Flask, BeautifulSoup4, HTML, CSS, SocketIO
✅ Designed IaC infrastructure for Yandex Cloud using Terraform & Ansible
✅ Built GitLab CI/CD pipelines for automated product deployments
✅ Developed Flask-based web services with interactive maps and Flask-Admin authentication
✅ Created data parsers with BeautifulSoup4 for CSV export and analysis
- 🎓 Completed courses: LearnPython, Hexlet
- 📚 Foundational reading: "Head First Python" (Paul Barry), "Ubuntu Linux" (Sergey Volokh), "Grokking Algorithms" (Aditya Bhargava)
- ⚡ In my free time: solving challenges on code-basics.com and reading technical articles
I'm always open to discussing ML infrastructure, DevOps best practices, or interesting engineering challenges. Feel free to reach out!
✨ "Automating the complex so others can create the extraordinary" ✨
