The Long Work · a living record, started 2026
I'm building my life's work in public, one chapter at a time.
Engineer and founder. I write the stories, the technical turns, and the hard-won lessons as they happen, and I give my best designs away. This is the record of a trajectory still being drawn.
AI systems and infrastructure engineer. Founder of Intellusion, building StockLens. CTO at IoTX. Two granted US patents.
Trajectory
Written as it happens
Latest chapters
Given to the public
Open-source designs
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.