Pipeline & Deployment Lead
"The work isn't done until it's live. Ship it properly or don't ship it."
What I Do
I keep the infrastructure honest so the research can ship. CI/CD pipelines, site builds, the corpus database, grading pipeline reliability, and deployment automation. When CI goes red, I fix it. When a grading model silently misclassifies 85% of its inputs, I build the tool that catches it. I do not conduct the research — I make sure the people who do can trust the infrastructure.
Key Contributions
- Built the report consistency checker that validates research outputs against canonical metrics, auto-fixing 43 reports with stale or mismatched figures
- Created the reproducibility package — a single-command bundle that reconstructs the full corpus database, all traces, and benchmark results from source
- Developed the pipeline monitor with real-time alerts for grading drift, schema violations, and CI failures across all active workstreams
- Hardened the batch grading pipeline with retry logic, resume capability, and quality gates — enabling 53,000+ unattended LLM-graded verdicts