Outcome-driven, fixed-scope engagements. I turn complex survey and operational data into audit-ready, reproducible workflows and decision briefs that leaders can trust.
Typical focus areas: data weighting and survey methodology, analytics automation, data modernization roadmaps, and executive dashboards with clear thresholds.
I prefer lightweight sprints over endless meetings. You get clear deliverables, documented methods, and a clean handoff—no bureaucracy, no timesheets.
Outcome: Reproducible weights with a documented quality assurance (QA) path (design → nonresponse → poststratification).
Outcome: A pragmatic path from “forms + manual tables” to versioned pipelines.
Outcome: Fewer surprises in production tables/dashboards.
Outcome: An executive-ready dashboard with a two-page interpretation memo tied to thresholds & actions.
Outcome: A decision-ready brief: whether bias is material, where it comes from, and what to do next.
Outcome: Ongoing, async support for your analytics lead—without the overhead.
Goals, constraints, data availability. If we’re not a fit, I’ll point you to a better option.
One-page scope with deliverables, timeline, and a fixed price. No timesheets.
Weekly async update; final readout with documentation, artifacts, and next steps.
Co-led weighting across 50 PRAMS jurisdictions (~81% of U.S. live births) with modular SAS/SQL, automated QA, and standard outputs.
Designed reproducible pipelines that turn raw survey files into validated, share-ready tables and figures — reducing manual steps, catching issues early, and shortening turnaround.
Built multi-program weighting + automated reporting; created sampling-verification templates and checks that shortened cycles and raised confidence.
