Academic formation involved extended periods within the following institutions:
Saint Petersburg State University —Mathematics
Massachusetts Institute of Technology (MIT) — Mathematics
Polytechnic School of the University of São Paulo (POLI-USP) — Mechatronic Engineering
University of Pittsburgh — Business Administration
Fundação Getúlio Vargas (FGV-SP) — Corporate Law
Marcos Eduardo Abrahão Elias
Independent researcher and architect of asymmetric systems
in computing, markets, and decision-making.
Some structures work better
when they are not fully visible.
About
I work on problems that lie at the boundary between computing, markets, and irreversibility.
My focus is not on prediction, speed, or scale, but on structure:
how systems behave under stress, how information degrades,
and how decision-making changes when symmetry is deliberately broken.
Over the years, this work has taken concrete form in operational systems —
particularly in algorithmic trading, corporate intelligence,
and non-anthropocentric approaches to artificial intelligence.
I do not operate as a public intellectual, nor as a conventional consultant.
Most of my work takes place in private conversations, closed research cycles,
and long-term collaborations with a very limited number of people.
What follows here is intentionally partial.
Systems
Julia Mandelbrot Trading System
Julia Mandelbrot is an operational computational system focused on 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 in both normal and extreme regimes.
Julia Mandelbrot is currently in operational 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 artificial intelligence explores
decision systems that remove humans 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 objective is not to imitate human intelligence,
but to achieve structural coherence under uncertainty.
Cryptographic Systems (Mock Data Functions)
I am developing cryptographic primitives
based on structures inspired by Srinivasa Ramanujan’s mock objects.
The focus is not only on computational difficulty,
but on informational difficulty:
systems in which local access does not allow reconstruction of the whole.
These projects explore:
• controlled non-holomorphicity,
• structurally deceptive symmetries,
• irreversibility beyond brute-force attacks.
This work constitutes foundational infrastructure,
not a consumer-facing product.
KIAI — Decentralized Exchange Infrastructure
KIAI is a decentralized exchange architecture
conceived as a system, not a marketplace.
It is built around:
• a proprietary oracle,
• autonomous infrastructure,
• latency reduction at the architectural level,
• 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 this reason, part of my work includes
structured exposure to physical assets,
such as gold mining operations,
treated not as speculation, but as systemic anchors.
Notes
On Asymmetry
Not all asymmetry implies exploitation.
Some are necessary for stability.
On Signals
A signal that needs to be explained
has usually already expired.
On Intelligence
Removing humans from the loop
is sometimes the most human decision.
On Silence
Some systems degrade
when exposed to excessive attention.
Private
Most of my work takes place in private.
From time to time, I participate in
closed conversations, small research circles,
and long-term collaborations
with individuals who operate capital or systems at a high level.
If you believe a private conversation may make sense,
you may leave a brief message below.
No material is sent automatically.
Not all messages receive a response.
Researches:
Some interesting images:
HALAB TAKING CARE OF THE FAMILY – always alert