One voyage, many horizons.

Intelligence infrastructure for American shipyards, connecting vessel design, compliance, production planning, and institutional knowledge into a live execution layer. The work reflects a broader interest in the industrial systems that shape national capacity and economic resilience.

Research on long-horizon organizational memory, examining how provenance, entity resolution, temporal retrieval, and graph-based context can make institutional knowledge more durable and useful.

MS Thesis, Cornell University. Advisor: Claire Cardie. A framework integrating legal database access during RL training episodes. 10.5pp improvement on LegalBench through tool-assisted training with GRPO.

Privacy-preserving health data infrastructure. Research on ground-level data tokenization for health information exchange across health systems.

Protocol-grounded AI clinical decision support for frontline maternal care, validated against National Standing Orders.

A selective house for founders, technologists, and builders exploring the next generation of institutions. It is a place for developing conviction, sharpening ideas, and building systems that endure.