E[X] YIELD +155.9% / MO • STD DEV ±18.0% • MULTI-LAYER DEFENSE ACTIVE • WBE 12.75% • 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)

12.75% w/ Hedge

Fund Status

PRE-LAUNCH

Roadmap & Evolution

System Timeline.

Tracing the genesis from solo-research to global execution.

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, 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 = ∑ p_i(x_i - μ)^2 ≈ 590.37
σ_mo = ± 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 12.75% (WBE Shield) ~45% - 55% ~60% - 70%
Liquidity Friction Near-Zero (Micro-cap) Massive (Slippage) Low
Alpha Strategy Chaos + Hedging + 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

Break-Even Matrix V3.0

Asymmetric Hedging Protocol

UPDATED
Expected Loss E[L] -4.34%

Losses compressed by independent 80x Hedge layer.

Expected Win E[W] +29.70%

Enhanced via +24% ROE Pyramiding.

WBE Required for Survival

12.75% WBE

Expected Winrate

75.0%

Net E[X]

21.2%

chaos_hedge_v3.sh
root@quant-node-01

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

Loading Asymmetric tensors...

[SUCCESS] Defense Matrix loaded. WBE Target: 12.75%

Establishing FIX connection...

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

System Architecture

Anatomy of the Machine.

A strictly systematic process combining Chaos detection, targeted Pyramiding, and Dual-Track Hedging 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 21.19% net per trade.

3

Dual-Track Hedging

The Shield Layer

Automatically deploying an independent 80x Hedge order when MAIN drops below -16% ROE. Compresses core risk down to mere fractionals, surviving 12.75% 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.

Dual-Track Hedging

Opening synthetic "Put Options" via 80x independent short/long layers dynamically. Structurally neutralizes Whipsaw drawdowns.

Asymmetric Pyramiding

Weaponizing volume allocation. Surgically cascading capital into high-conviction momentum zones compresses the required winrate to a record 12.75%.

AI XGBoost Guard

A machine-learning checkpoint filtering 28 distinct market vectors. Empirically elevates the operational win-rate up to 75.0%, 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 (12.75% 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

LP Auth Portal

AUTHORIZED ACCESS ONLY. ALL SESSIONS DECRYPTED VIA DYNAMIC HYPER-COMPRESSION KEY.