I architected event-driven microservices at a Cyber Insurance SaaS Startup using AWS Lambda, ECS, SQS, and Terraform. The work improved job throughput 300–500% while cutting infrastructure cost 40%.
I also built web security analysis that detected key-loggers, session recorders, and third-party PII sharing across 10,000+ client sites, processing 50,000+ assessments monthly.
On my AI Agent Platform project, I built a 15-service system using AI coding agents as the primary development tool, with validation gates that re-run tests against rewound source. I also built an MCP server exposing 150+ CAD operations and a hardware CI/CD gate that helped move a six-subsystem machine to 20 validated print-ready parts.

