Chaos Harmonics
Modeling market kinematics via coupled non-linear pendulums to mathematically quantify Kinetic and Potential energy imbalances.
BTC/USD 64,231.50 ▲ 1.2% •
ETH/USD 3,450.10 ▼ 0.5% •
EUR/USD 1.0942 ▲ 0.1% •
XAU/USD 2,341.80 ▲ 0.8% •
NQ100 18,210.25 ▼ 0.2% •
VIX 14.20 •
SYS_LOAD: NORMAL •
BTC/USD 64,231.50 ▲ 1.2% •
ETH/USD 3,450.10 ▼ 0.5%
SYS_UPDATE: Chaos Engine V2.4 Active
Engineered for
Absolute Alpha.
TAMTECK manages proprietary institutional capital by exploiting non-linear market inefficiencies. We weaponize Chaos Physics and XGBoost AI to generate strictly positive expected value (EV+) in high-frequency environments.
AUM (Tranche 1)
$47.2M
Fund Status
CLOSED
Expected Value
+13.3% EV
Latency (FIX)
38ms
Phase 2: Retail Access
Democratizing Institutional Quant Infrastructure. Beta testing incoming.
Live Telemetry
Direct Exchange FIX API Stream • Read-Only
Simulated Cumulative Alpha
YTD Gross Performance vs SPX (Hedged)
Execution Ledger
SYNCING...| Time | Asset | Side | Size(M) | Signal |
|---|
Required Winrate
31.74%
AI Operational WR
54.00%
Mathematical Asymmetry
EV+ VERIFIEDAvg Win+40.87%
/
Expected ROE+13.33%
/
Avg Loss-19.00%
core.sh
root@quant-01
root@tamteck:~# ./init_chaos_model
Loading Entropy tensors...
[SUCCESS] Matrix loaded.
Establishing FIX connection...
[VERIFIED] Latency: 38ms.
=================================
The Quant Pipeline
Anatomy of an Execution.
A strictly systematic, 3-phase filtration process ensuring emotional detachment and mathematical precision.
1
Harmonic Scan
Physics Engine
Coupled pendulums scan Top 50 assets. Analyzing Kinetic (T) & Potential (U) energy to detect extreme market compression (U30 > 28.0).
2
AI Checkpoint
XGBoost Filter
28 feature vectors (Entropy, CVD, Vol Ratios) are passed to the ML model. Only setups with >50% predicted win probability are approved.
3
FIX Execution
Ladder Margin
Size calculated via non-linear capital curve. Order executed sub-50ms. TP/SL mechanics bound to live volatility (ATR) and Orderbook force.
Technology Stack
The 4 Pillars of Edge.
AI XGBoost Guard
A machine-learning checkpoint filtering 28 distinct market vectors. Empirically elevates the operational win-rate from 31% to 54%.
Orderflow Radar
Proprietary tick-by-tick footprint tracking detects institutional Capital Volume Delta (CVD) imbalances and applies Smart Money inversion logic.
Asymmetric Risk
Capital-weighted ladder margin combined with a structural 40% ROE take-profit engine, ensuring extreme preservation and EV+ dominance.
Cryptographically
Sealed Alpha.
Retail relies on public scoreboards. Institutional alpha is sealed.
To prevent reverse-engineering, our logic is never broadcasted. Performance is strictly verified via Direct Exchange FIX API telemetry and private institutional auditors.
Mathematical Audit
PASSED
Expected Value (EV+)
+13.33% / Block
Henry Bui
Lead Quant Architect
Directing the evolution of Chaos-driven algorithms. Merging complex systems physics with ML vectors and high-frequency execution architecture.
* Institutional NDA Required