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John McAuliffe
Mid-level Full-Stack Engineer specializing in biomedical data platforms
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About
Backend engineer who has both shipped production systems at work and independently launched tab-review.com, a BI dashboard quality/linting platform. They combine pragmatic early-stage execution with strong instincts around scaling, observability, RBAC, and production reliability, and have also built internal AI-assisted reporting workflows using LangChain and human-in-the-loop review.
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Key Strengths
- End-to-end backend ownership from design through deployment
- Early-stage product building with pragmatic infrastructure choices
- Strong backend architecture judgment around scaling and reliability tradeoffs
- Hands-on AWS deployment experience
- Admin tooling development for internal developer workflows
- RBAC and endpoint access control implementation
- Proactive documentation and design alignment with team
- Production incident triage with zero downtime
- Automated production smoke testing with Playwright
- Practical AI workflow integration with human-in-the-loop safeguards
- Performance-oriented storage decisions to improve latency
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