As a DevOps, Site Reliability Engineer (SRE), Platform Engineer, and MLOps leader with 12+ years of experience, I specialize in building scalable cloud-native infrastructures, automating CI/CD pipelines, and optimizing AI/ML workflows. Experienced in GitOps, Kubernetes, and cloud automation, I drive high availability, cost efficiency, and security across multi-cloud environments. I focus on incident management, SRE best practices, and fostering continuous improvement to create resilient systems that drive innovation. Cloud Expertise AWS Services: EC2, EKS, VPC, RDS, ElasticCache, CloudWatch, Lambda, API Gateway, S3, SNS, SQS, SES, CloudFront, IAM, EMR, DynamoDB, Athena, EFS, CloudTrail, ECR Programming and Scripting Languages: Python, Shell Scripting, PowerShell Containers Docker, Docker Compose, OpenStack, AWS ECS Kubernetes Tools: Kops, AWS EKS, Karpenter, KEDA, Nginx Ingress Controllers, AWS Load Balancer Ingress Controller, Service Mesh (Istio), Lens, Minikube, External Secrets Kubernetes Deployment Helm, Kustomize, ArgoCD (GitOps) MLOps Airflow, Airflow DAGs, Databricks, Snowflake, Spark, KubeSprak, KubeFlow Infrastructure as Code Tools Terraform, CloudFormation CI/CD Tools ArgoCD, Jenkins, CircleCI, GitHub Actions, Atlantis Configuration Management Tools Ansible, Chef, Puppet Platform Engineering Tools Crossplane, Backstage, Dapr Artifacts Nexus, AWS ECR, ChartMuseum, npm, Yarn Build Tools Ant, Maven, Gradle Version Control Git, GitHub, Gitlab Monitoring Tools ElasticSearch, Logstash, Kibana, Prometheus, Grafana, FluentD, CloudWatch, Datadog, Metricbeat, Splunk, NewRelic, Sentry Observability OpenTelemetry, Loki, Jaeger Operating Systems Amazon Linux, RedHat Linux, Ubuntu, Windows, CentOS Database AWS RDS, MSSQL, Postgres, MongoDB, MySQL Secret Management AWS Secret Manager, Vault, Chamber Application/Web Server Nginx, Tomcat Security TLS/SSL/HTTPS, Snyk, SonarQube, AWS WAF, Clair