Case Studies
Selected projects in semantic engineering, ontology development, and knowledge graph infrastructure.
A closer look at projects where I’ve applied semantic engineering to real-world challenges — from disease curation at scale to building self-sustaining data communities.
Mondo: Evidence-Driven Disease Curation at Scale
How automated extraction, rigorous evidence documentation, and community collaboration maintain a unified disease ontology used worldwide.
Read more →Every Cure: Drug Repurposing Powered by Knowledge Graphs
Embedding with a non-profit's data team to design the disease list powering drug repurposing predictions, and advancing open science practices for mission-critical data assets.
Read more →OBO Foundry: Building a Self-Sustaining Data Community
How 150+ independent ontology teams became a coordinated community with shared governance, infrastructure, and training — a model now replicated in other domains.
Read more →SSSOM Mapping Standard
Creating a community standard for sharing semantic mappings that has been adopted across open science communities.
Read more →