Retrieval API contract
Ingestion, access-aware retrieval, grounded answers, feedback, health checks, trace IDs, citations, and explicit abstention.
Inspectable work
Senior engineering is visible in the decisions.
Sanitized contracts, checklists, and operating templates that show how I think about APIs, AI quality, incidents, communication, and professional proof.
Technical artifacts
Reusable, public-safe, and open for inspection.
These are reference artifacts rather than employer documents. They preserve useful engineering structure without revealing internal systems or data.
RAG evaluation checklist
A release-oriented checklist spanning datasets, ACLs, ingestion, retrieval, groundedness, reliability, cost, feedback, and rollback.
Incident retrospective
A blameless template connecting impact, detection, timeline, root cause, AI-specific checks, corrective actions, and verification.
Communication artifacts
Authenticity needs a good process too.
The materials below prepare the introduction video and attributed recommendations without manufacturing either.
Introduction video script
A complete 60-second script, shot plan, and recording checklist ready for an authentic camera or voice recording.
Open script ↗Recommendation request kit
A concise outreach message, useful prompts, approval record, and publication format for real, attributable recommendations.
Open request kit ↗Live retrieval artifact
A working browser-side retrieval lab with visible rankings, thresholds, citations, and evaluation rather than a static screenshot.
Launch lab ↗Analytics event contract
Instrumented portfolio events, provider adapters, recommended funnel questions, and a privacy checklist before connecting an account.
Read setup ↗{
"status": "answered",
"answer": "Evidence-grounded response",
"citations": [
{
"documentId": "public-safe-id",
"score": 0.87
}
],
"traceId": "request-trace"
}
The standard
Make the behavior observable enough that another engineer can challenge it.
Artifacts are useful when they lead back to judgment.
Explore the case study for the tradeoffs, the lab for the behavior, or the résumé library for the concise professional view.