Given to the public
Open-source designs
Architectures and tools I've released freely. Take them, build on them.
Library · Python · Intellusion iLab
O-Funnel
A format-agnostic extraction library. Declare the fields you need once; it reads XML, JSON, CSV, HTML, or key-value text into one structure, verifies that nothing was lost, and finds each field from several clues at once, so a renamed key or a new format does not break it. On 34,989 PubMed records it matched a hand-written parser exactly, and held 1.00 F1 after five elements were renamed (the regex parser fell to 0.20). Pure Python, zero dependencies.
Architecture
The Plasma Foundation
A self-evolving data foundation that mines its own extraction gaps, proposes fixes, and grades them against ground truth.
Visualization
Behavioral Radar
A five-axis behavioral signal chart for reading how an entity acts over time, not just what it reports.
Systems
The Fabric
An AI-native control plane: node intent, a capacity graph, and a reconciler that keeps a fleet honest.