Work

I build interactive dashboards, clean messy datasets, and run data analysis, all to find the useful and practical insights hidden in data.

I work in Python (pandas, Plotly, Streamlit, scikit-learn), JavaScript, SQL, and HTML/CSS. I've merged and cleaned large-scale datasets, built classification pipelines, designed research experiments, and shipped data products that non-technical stakeholders have used.

If you need data turned into something visual, usable, and clear — let's talk.

AI Workforce Exposure Explorer

2026

An interactive tool for browsing how AI capabilities map onto the U.S. occupational task structure. Pick an occupation, work activity, or job category and see what share of the work current AI systems could affect — and how many workers and wage dollars sit behind that share.

  • —Browse exposure by occupation, work activity, and job category
  • —Trace how exposure shifts over time as capabilities change
  • —Ties each exposure figure back to headcount and wage totals
Open the dashboard ↗ Research write-up →

Fika

2026

An accountability app for the thing you keep putting off. You make a specific promise, name one person as your witness, and check in with them at a time you set.

  • —Commitments with a named witness and a scheduled daily check-in
  • —Check-ins report honestly — all of it, a solid amount, or the smallest thing
  • —Streaks that count partial progress, plus a full task manager underneath
fikadaily.com ↗