Worked as a Senior DevOps/MLOps on 2 core products, responsible for infrastructure on AWS, all CI/CD pipelines on Gitlab and Github, MLOps processes including models learning and deployment.
Designed and deployed project infrastructure on AWS
Deployed and maintained on-prem Gitlab
Created complex pipelines on Gitlab and Github
Created Helm charts for all project and dependency services
Automated deployment of infrastructure resources on AWS using Terraform
Designed and implemented model learning process on AWS Sagemaker and EKS cluster
Automated model deployment process on AWS EKS
Deployed and maintained observability platform based on Victoria Metrics, Grafana, Loki, Tempo