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Oncology data platform

Medical AI · Pathology · Lunit · May 2024 — now

Built from scratch at Lunit: the domain model and database schema for pathology assets such as whole-slide images, tissue microarrays, cores, and staining information. Now used across three teams.

What I built

Highlights

  • Built the oncology data management platform from scratch, designing the domain model and database schema for pathology assets such as whole-slide images, tissue microarrays, cores, and staining information; now used across three teams.
  • Maintained the slide annotation system that produces the labeled training data behind Lunit's oncology models, supporting more than a million annotations across hundreds of thousands of slides.
  • Improved observability by creating Grafana dashboards, reducing time to diagnose production issues.
On the timelineSenior Backend Engineer · Lunit

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Questions about Arcana OS, Roamie, pathology data or life in Seoul are all welcome.