I spent eight years building data products that growth and finance leaders used to run the business, first as a senior, then as a staff data visualization engineer.
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apps used by thousands of colleagues
2020–2026
Account sharing
I gave each phase of Netflix’s crackdown on password sharing its own focused tool and did much of the data modeling and engineering.
2018–2026
Business insights
I built apps that growth and finance leaders used to make decisions about pricing, revenue, payments, and more.
2025–2026
The agent era
On Netflix’s generative-AI task force for data, I worked on how viz engineers should build data products with the help of agents.
the full story six chapters
Account sharing
2020–2026
I gave each phase of Netflix’s crackdown on password sharing its own focused tool and did much of the data modeling and engineering.
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Animated scrollyteller explaining sharing detection — Viewed by hundreds of colleagues; format requested for other domains
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Test-market dashboards for two approaches to paid sharing — Leadership compared them side by side to pick the winner we productized.
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Launch dashboard — Widely used; UI patterns adopted by other teams
Business insights
2018–2026
I built apps that growth and finance leaders used to make decisions about pricing, revenue, payments, and more.
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Netflix’s key business dashboard (contributor) — Used by thousands of colleagues, daily in some cases
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Dashboard showing the revenue impact of each price change — Used to decide when, where, and by how much to raise prices in the future
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Membership-lifecycle app — Filled a need not identified by users. Novel visualizations were praised.
The agent era
2025–2026
On Netflix’s generative-AI task force for data, I worked on how viz engineers should build data products with the help of agents.
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Supporting agents’ use of our internal charting library — Custom evaluations shaped agent skills published for the wider org.
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Remote agent orchestration system based on a “brain and hands” model — Bootstrap docs let others create their own version.
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Elevated product development using AI-coded experiments — Influenced development patterns across viz engineering
Growing the team
2024–2025
Designed a panel of screens and interviews for hiring viz engineers, adopted by other teams. Mentored two junior viz engineers to launch their own apps within a year.
Enabling analysts
2025–2026
Teamed up with a non-developer analytics engineer on a workforce analytics app; I designed a scalable architecture and coached him so he could take on full ownership.
Shared tools
2019–2026
A market-geography library most of the team’s apps built on, a standard way to retire apps without breaking links, a query generator for Druid, and core features in Netflix’s charting library.