Intelligence
Architect

Transforming video archives into searchable knowledge bases. Eliminates manual scrubbing by grokking video context.

A framework enabling multimodal models to operate computer interfaces visually. Agentic end-to-end testing.

Ground-up implementation of deep learning primitives (CNN/RNN) to deconstruct backpropagation math.

Agent-based simulation modeling "Stagflation" traps and micro-economic collapses via luxury-spending friction.

Offline-first clinical triage from paper intake forms. Vision LLM extracts patient data; deterministic rules assign priority scores without cloud dependency.

The automation analogy ends at population collapse. The data after the collapse tells a different story.