CZI / Biohub
Building 0-to-1 research tools for scientists who don't trust easy answers. Covers a generative model pivot, discovery-driven platform design, and an onboarding automation that drove 112% user growth.
Read case study →
A selection of product work spanning research platforms, consumer apps, and community infrastructure.
Building 0-to-1 research tools for scientists who don't trust easy answers. Covers a generative model pivot, discovery-driven platform design, and an onboarding automation that drove 112% user growth.
Read case study →A beach driving conditions app for the Outer Banks 4WD community, built solo from a homework assignment into a fully featured product. Covers product decisions, technical tradeoffs, and what it means to ship something real without a team.
Read case study →Governance and automation infrastructure for a Reddit and Discord community doing $1.5M in annual product volume, with 10,000+ members and 8 moderators. Covers systems design, fairness-by-design, and the swap workflow that made everyone's life better.
Read case study →