Building AI platforms and developer infrastructure at Okta. Most of my time goes into agentic systems that help engineers investigate production issues, automate ops workflows, and move faster on cloud-native work across 18+ AWS production environments.
Key Work
- Built Infra AI, an internal AI platform integrating infrastructure systems, operational knowledge, and production tooling for contextual infrastructure search across 22+ AWS production environments.
- Developed production AI agents with Amazon AgentCore and MCP servers for Spinnaker, AWS, Kubernetes, Terraform, Grafana, Datadog, and PagerDuty.
- Built an AI-driven Terraform plan intelligence service on AWS Bedrock using semantic chunking and hierarchical summarization for deployment summaries and risk assessments at 1,000+ release trains/day.
- Built The Guardian, an internal agentic AIOps assistant integrating Slack, Confluence, Amazon Kendra, and platform services for on-call incident assistance.
- Scaled Infra AI from 50 to 1,000+ users with conversational memory, session management, and UX improvements.
- Migrated AI agent infrastructure from AWS Lambda + ALB to Amazon AgentCore Runtime and Agent Gateway.
- Reduced infrastructure drift by 70% across 18+ AWS production cells with a distributed Go-based cloud-agnostic drift detection service.
- Improved deployment throughput 4x (8 hrs to 2 hrs) with a Spinnaker orchestration framework coordinating thousands of concurrent pipelines.
- Owned and maintained 5+ business-critical platform services for deployment orchestration, infrastructure automation, and SRE workflows across 18+ production environments.
Stack
Amazon AgentCoreAWS BedrockMCPGoPythonKubernetesTerraformSpinnakerAWSGrafanaDatadogPagerDutyAmazon Kendra