I've modernized AWS infrastructure and CI/CD at Leanware, reducing manual deployment steps by 60%, cloud spend by 28%, and MTTR from 45 minutes to 12 minutes. I build reusable GitHub Actions workflows, Terraform templates, observability dashboards, and secure VPC and WAF configurations for fintech and healthcare workloads.
At ThredUp, I helped scale visual recognition and resale-pricing infrastructure processing 100,000+ images daily across 172M+ inventory items. I shortened staging-to-production lead time from six hours to 45 minutes and improved reliability through Datadog instrumentation, monitoring, and automated remediation.
Earlier, I supported Spring Health's HIPAA-compliant ML platform through 6x growth to 2M+ members, and built infrastructure for Tencent products including Honor of Kings, PUBG Mobile, and Tencent Gaming Buddy at massive scale. I enjoy strengthening deployment practices, incident response, security, and platform reliability while mentoring engineers on AWS, Terraform, and GitHub Actions.
