E[X] YIELD +155.9% / MO • STD DEV ±18.0% • MULTI-LAYER DEFENSE ACTIVE • WBE 13.52% • MARGIN TIER 5.00% • SYS_LOAD: NORMAL • E[X] YIELD +155.9% / MO • STD DEV ±18.0%
TAMTECK: Quantitative Micro-Fund Infrastructure

Engineered for
Absolute Survival.

TAMTECK is a proprietary institutional quant infrastructure, entirely architected by one individual. We weaponize Chaos Dynamics, Asymmetric Pyramiding, and Multi-Layer Defense to skew mathematical expectancy and exploit structural inefficiencies.

Scale Advantage

MICRO-FUND

Expected Yield (Mo)

~155.9% E[X]

Break-Even (WBE)

13.52% w/ Trail

Fund Status

PRE-LAUNCH

Roadmap & Evolution

System Timeline.

Tracing the genesis from solo-research to global execution. Preparing for retail launch and final philanthropic allocation.

Nov 10, 2024 - Jun 26, 2026

R&D & Architecture

Initial research, development, and completion of the core mathematical architecture.

Completed

Started Jun 29, 2026

Data & Fine-Tuning

Live fine-tuning, real-world data collection, system surveying, and practical adjustments.

Active Phase

Timeline: Upcoming

Retail Launch

Opening the institutional-grade infrastructure for retail investor access.

Timeline: Final Stage

Impact Fund

Establishing a dedicated fund for global education and environmental protection initiatives.

Planning Stage

Statistical Alpha Projections

The Micro-Fund Mathematical Edge.

By restricting total AUM scale, TAMTECK circumvents institutional liquidity traps (slippage/market impact), allowing for hyper-aggressive capital compounding mathematically impossible for billion-dollar funds.

Theoretical Return Variance

95% CONFIDENCE

Expected Value (Monthly)

E[X] = 10 trades/day × 22 days × 0.7085%
E[X] = 155.9% / month

System Volatility (Risk)

Var = ∑ pᵢ(xᵢ − μ)² ≈ 590.37
σmo = ± 18.0% / month

95% Probability Matrix [ μ ± 1.96σ ]

[120.6%, 191.2%]

Structural Advantage Matrix

Parameters TAMTECK (Micro-Quant) Trad. Hedge Fund Retail Algos
Target Monthly Yield ~156% (Hyper-Scale) 1.5% - 3.0% Variable / Negative
Break-Even Winrate 13.52% (w/ WBE Shield) ~45% - 55% ~60% - 70%
Liquidity Friction Near-Zero (Micro-cap) Massive (Slippage) Low
Alpha Strategy Chaos + Pyramiding Stat-Arb / Macro RSI / MA Crossovers
Architecture 100% Solo-Origin (Closed) Corporate Teams (Leaky) Open-Source / Copied

Live Telemetry

Direct Exchange FIX API Stream • Read-Only

DATALINK: SECURE

Systematic Cumulative Alpha

Simulated Performance via Asymmetric Pyramiding (Base = 5% Margin)

+155.9%

Execution Ledger

SYNCING...
Time Asset Side Operation Status

Trailing Winrate Matrix

Record-Low Survival Baseline

UPDATED
Trailing Limit Factor 2.5%

Dynamic partial shielding dynamically cuts localized risk.

Pyramid Reward (Avg Win) 14.17%

Asymmetric Pyramiding Protocol Deployed (on Margin)

WBE Required for Survival

13.52% WBE

Expected Winrate

65.0%

Trades / Day

10Avg

chaos_pyramid.sh
root@quant-node-01

root@tamteck:~# ./init_chaos_model --shield

Loading Asymmetric tensors...

[SUCCESS] Defense Matrix loaded. WBE Target: 13.52%

Establishing FIX connection...

=================================

System Architecture

Anatomy of the Machine.

A strictly systematic process combining Chaos detection, targeted Pyramiding, and Multi-Layer Defense to mathematically crush overarching risk.

1

Chaos Engine

Signal Matrix

Scanning market topology to detect structural inefficiencies and extreme compression points. We only engage when Chaos signals maximum asymmetry.

2

Asymmetric Pyramiding

The Attack Vector

Deploying base volume and aggressively scaling into high-conviction momentum. This exponential compounding drives the average E[X] param to 14.17% per trade.

3

Multi-Layer Defense

The Shield Layer

Automatically deploying dynamic partial shielding (2.5% trailing). Compresses core risk down to mere fractionals, surviving 13.52% winrate periods.

Technology Stack

The 4 Pillars of Edge.

Chaos Dynamics

Modeling non-linear market kinematics to quantify hidden imbalances and structural traps invisible to standard retail indicators.

Multi-Layer Defense

Dynamic capital escalation combined with active hedging loops. By fractioning stop-losses (2.5% trail), we structurally survive prolonged market drawdown cycles.

Asymmetric Pyramiding

Weaponizing volume allocation. Surgically cascading capital into high-conviction momentum zones compresses the required winrate to a record 13.52%.

AI XGBoost Guard

A machine-learning checkpoint filtering 28 distinct market vectors. Empirically elevates the operational win-rate up to 65.0%, securing immense safety margins.

Cryptographically
Sealed Alpha.

Hedge Fund Architecture, Micro-Capital Scalability. Unlike sprawling corporate teams, TAMTECK's core logic is deeply integrated and architected by a single developer, ensuring zero leakage of proprietary alpha strategies.

Engineered to execute institutional-grade defense mechanisms natively, while strictly optimized to deploy from highly accessible micro-capital foundations to achieve the ~156% E[X] scaling factor.

Mathematical Audit PASSED (13.52% WBE)
System Architecture SINGLE-NODE ORIGIN
Henry Bui

Henry Bui

"Wise Trading in Chaos"

100% SYSTEM ORIGIN

Directing the evolution of Chaos-driven algorithms. Merging complex systems physics with ML vectors and pyramiding defense structures single-handedly.

* Institutional NDA Required