Julia Mandelbrot Trading System
Julia Mandelbrot is an operational computational system for trading and corporate intelligence.
It is not a single model, but an architecture that combines
regime detection, convexity, fractal geometry
and non-anthropocentric decision principles.
The system produces actionable signals
and structural readings of markets and companies,
designed to operate across normal and extreme regimes.
Julia Mandelbrot is in production use
and has been externally evaluated as a high-value computational asset.
Non-Anthropocentric AI (EquiVerse)
Most contemporary AI systems are built around human heuristics,
interpretability narratives and anthropocentric objectives.
My work in non-anthropocentric AI explores
decision systems that remove the human from the center
when human intuition becomes the limiting factor.
These approaches are applied to:
• trading and risk,
• biological and animal systems,
• pattern recognition in non-human environments.
The goal is not imitation of human intelligence,
but structural coherence under uncertainty.
Cryptographic Systems (Mock Data Functions)
I am developing cryptographic primitives
based on structures inspired by Ramanujan’s mock objects.
The focus is not computational hardness alone,
but informational hardness:
systems where local access does not allow reconstruction of the whole.
These designs explore:
• controlled non-holomorphy,
• symmetry that is structurally misleading,
• irreversibility beyond brute-force attacks.
This work is foundational infrastructure,
not a consumer-facing product.
KIAI — Decentralized Exchange Infrastructure
KIAI is a decentralized exchange architecture
designed as a system, not as a marketplace.
It is built around:
• a proprietary oracle,
• autonomous infrastructure,
• architectural latency reduction,
• protection against oracle manipulation and liquidity stress.
Volume is not the primary objective.
Resilience and structural integrity are.
Physical Anchors: Mining
Purely informational systems tend to collapse together.
For that reason, part of my work includes
structured exposure to physical assets,
such as gold mining operations,
treated not as speculation but as systemic anchors.