Dane Cameron

I’m a hands-on DevSecOps engineer with 12 years of experience building developer platform capabilities, CI/CD pipelines, and production infrastructure that help engineering teams ship faster and more securely. I partner directly with application teams to onboard repositories, standardize workflows, and create “paved-road” tooling using Python, TypeScript, GitHub Actions, Pulumi, Docker, AWS, and JFrog Artifactory.

I’ve delivered audit-ready change control in regulated environments (SOC2, NIST), embedding security scanning and operational safeguards into workflows. I built gated GitHub Actions security checks (Checkov, tfsec) and achieved strong outcomes like catching 98% of high-severity misconfigurations before merge, while creating secure default container/deployment paths with minimal friction. I also packaged AI-assisted development capabilities (RAG with LangChain/LangSmith) with data-masking guardrails, reducing data-leak risk by 35%.

Across prior roles, I’ve set up standardized CI/CD and infrastructure patterns with Terraform- and Pulumi-managed AWS, ephemeral Docker runners, and versioned artifacts, including 99.8% pipeline reliability at scale. I also built production services and platforms (FastAPI/Django, Node/React/Next.js), improved monitoring and runbooks to reduce toil and MTTR, and strengthened secure operations through automation (Bash/Docker Compose baselines) and repeatable deployment processes.