Projects

Different systems, same shape.

Each project reads the conditions of a different system — relational data, graph-oriented data, manufacturing telemetry, and the compute fabric that federates them — and turns that reading into structured signal.

Aegir
active

Hierarchical sequence modeling with dynamic chunking.

A hierarchical sequence model for semantic column annotation and cross-table data-element discovery on relational data.

docs →
Gaius
active

A terminal interface for navigating graph-oriented data domains.

Projects high-dimensional embeddings onto a 19×19 grid. Combines a Go-board metaphor with topological data analysis to surface structural patterns in knowledge bases and document collections.

github →
Reach
active

Event-sourced actor system for distributed manufacturing.

Process-separated architecture using Apache Kudu for event persistence and Aeron IPC for sub-microsecond inter-process messaging.

github →
Vigil
preview

A global resource-oriented compute fabric for sovereign and high-latency environments.

Resource-oriented compute fabric in the 1060 NetKernel tradition. Every artifact — raw events, queries, materialized views — is a URI-addressed, content-addressed resource that a kernel resolves to a DataFusion compute endpoint at rest.

github →