Cloud AI DevOps & SRE Engineer

Jose Dahlson Irenish Kumar

8+ years architecting cloud infrastructure, Kubernetes platforms, GitOps systems, and AI-powered automation across AWS and Azure.

Years Experience

15+

Apps Migrated

60%

Cost Reduction

99%

Faster AI Response

View Projects Contact Me

AWSKubernetesTerraformDockerArgoCDJenkinsGitHub ActionsPrometheusGrafanaAWS Bedrock

Projects

Selected work across cloud infrastructure, AI, platform engineering, and DevOps.

Agentic AI Support Platform

Multi-agent AI platform using AWS Bedrock, RAG pipelines, and LangGraph to automate Confluence-based support via Slack — cutting response times by 99% for 2,000+ users.

AWS BedrockRAGLangGraphLambdaOpenSearch

Cirrus Cloud Migration

Led migration of 15+ critical applications from on-prem to AWS, modernizing deployments and achieving ~$30K/month in cost savings.

AWSCI/CDIaCCloudFormation

Storebox — Multi-Cloud Platform

Re-architected from legacy on-prem to multi-cluster Kubernetes (EKS & AKS), supporting 20+ teams with ~6TB daily artifacts and 75% efficiency gain.

AWS EKSAzure AKSS3Nasuni

Image Lifecycle Management

Centralized discovery, lifecycle policies, and automated cleanup for 200K+ AMIs and 1M+ container images, reducing storage costs and improving compliance.

EKSLambdaAutomationSecurity

GitOps Platform

ArgoCD-driven delivery with Istio service mesh, Helm charts, and Prometheus/Grafana observability for 20+ microservices — 3x faster releases.

ArgoCDIstioHelmPrometheusGrafana

Serverless DNS Self-Service

Orchestrated Lambda functions with AWS SAM and Step Functions to automate DNS workflows as self-service for development teams.

LambdaStep FunctionsSAMDynamoDB

CI/CD Modernization

Jenkins and AWS CodePipeline with automated testing and blue/green deployments via CodeDeploy — 50% fewer deployment failures.

JenkinsCodePipelineCodeDeploy

Observability Platform

Prometheus and Grafana dashboards with CloudWatch and Splunk integration for centralized monitoring, alerting, and incident response.

PrometheusGrafanaCloudWatchSplunk

Cloud Cost Optimization

FinOps initiative combining rightsizing, lifecycle automation, and AWS Cost Explorer analytics — 60%+ infrastructure cost reduction.

FinOpsCost ExplorerAWS

Experience

Principal Cloud DevOps & SRE Engineer

Autodesk

Jun 2020 – PresentNovi, Michigan

Migrated 15+ critical applications from on-prem to AWS (Cirrus), achieving ~$30K/month in cost savings.
Re-architected Storebox to multi-cluster Kubernetes (AWS EKS & Azure AKS), supporting 20+ teams with ~6TB daily artifacts and 75% efficiency gain.
Built an Agentic AI chatbot using AWS Bedrock, RAG pipelines, and LangGraph — cutting support response times by 99% for 2,000+ users.
Led delivery of a serverless multi-agent AI platform on AWS Lambda, orchestrating domain-specialized LLM agents for Confluence-based Slack support.
Implemented GitOps with ArgoCD, Helm, Istio, Prometheus, and Grafana for 20+ microservices, reducing release cycles by 3x.
Designed serverless workflows using AWS SAM and Step Functions for DNS self-service automation.
Built CI/CD with Jenkins and AWS CodePipeline; blue/green deployments reduced failures by 50%.
Reduced cloud costs by 60% through FinOps, lifecycle automation (200K+ AMIs, 1M+ images), and resource optimization.
Led a distributed DevOps team of 8 engineers, defining platform reliability practices and GitOps standards.

Network Engineer Intern — Data Science

CenturyLink (Lumen Technologies)

Jun 2019 – May 2020Littleton, Colorado

Built network analytics pipelines with Python and Elasticsearch for MPLS backbone utilization analysis.
Developed real-time Kibana dashboards for network performance, improving efficiency by 60%.
Automated data ingestion workflows and created Jupyter notebooks for network behavior analysis.

Cloud DevOps Engineer

Accenture

Jul 2016 – Jul 2018Chennai, India

Built CI/CD pipelines in Azure DevOps with zero-downtime deployments, reducing deployment time by 75%.
Automated infrastructure provisioning and reporting with Python, Bash, and PowerShell.
Provisioned and configured Azure services including VMs and Storage accounts.