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The Alpha Evolution

Journey
& Proof

Live Status

Portfolio Active & Scaling
Cumulative Return +193% Composite performance across Portfolio 1 (2021-2024) and Portfolio 2 (2024-2025).
Profitable Months 35 / 38 Dec 2021 – Jan 2025 (includes rebate months during optimization pauses).
Total Trades 15,129 Deep execution dataset for predictive tuning.
Max Drawdown (Live) < 20% Managed via adaptive exposure throttles.
100% Automatic Journey

Two Portfolios. One Mission.

Portfolio 1 P1 STRESS TEST • EVERY JOURNEY STARTS TESTING

XAUUSD Focus • Dec 2021 - Feb 2024

Only stopped for optimization - code bugs. Ran for months aiming to know the limits of my V1 version and counter-trend approach. Using single engine and multi grid logic I was able to sustain buy and sell.

Smart progression algorithm 100% automatic with above average results, not using deposit load (deposits are equivalent to withdraws - never reducing initial deposit).

Aggressive compounding to use as much margin as possible. Stress test means I'm willing to risk the account. If not I'm not adding proper stress under real conditions.

Many hedge funds and investors got margin called during this period. My V1 managed my money auto with no issues.

Max DD around 30-35% compounded. By the time I got my highest DD, my balance was already doubled and I was using double my initial risk. MQL tracks 10% and real exposure was max 35%.

Portfolio 2 FULL 1 YEAR MANAGEMENT • CLIENT PORTFOLIO USING V3

XAUUSD Focus • Oct 2024 - Oct 2025

Mainly buying while sell cycles added big wins and also risk. Tracking DD was less than 10% after conservative compounding.

Initial balance was less than 1% at risk. Managed using V3 while I was preparing V4 - this is the last account managed using V3 for 1 year full cycle.

CV Snapshots

Random Evidence Samples

A rotating set of screenshots, broker exports, charts, and operational artifacts. The full archive lives in the About page CV vault.

Detailed Performance

Portfolio Dashboards

Portfolio 1

Legacy XAUUSD

Dec 2021 – Feb 2024 • High-frequency gold engine focused on robust execution and rebate-boosted returns.

Total ROI147.0%
Total Trades12,738
Win Rate88.45%
Net Profit$42,017
MetricPerformance Notes
StabilityStopped Feb 2024 only for strategy optimization and bug fixes (production adjustments).
RebatesStrategy is a rebate maker, generating positive months even during non-trading periods.
DrawdownOnly 2-3 months with < 1% loss. Sustained 100% automatic counter-trend logic at max leverage.

Portfolio 2

Flagship XAUUSD

Oct 2024 – Oct 2025 • Live market execution combining smart leverage throttles with 5D volatility filters.

Total ROI46%
Profit Factor3.79
Win Rate66.4%
Pips62,457.6
TimelinePerformance Notes
Q4 20240.8% launch month, ramping to 8% November surge.
H1 2025Balanced growth with 12% peak April ROI.
H2 2025Stabilized at 1–3% monthly while new V3 layer trains.

Combined 2 Portfolios VS SP500

Portfolios 1 & 2

Rolling 12-month composite benchmarked against the S&P 500 to illustrate absolute and relative momentum.

Tradesting CAGR32.4%
S&P 500 CAGR11.8%
Beta0.28
Correlation0.21
MetricInsight
Excess Return+20.6% alpha over the benchmark across the latest 12 months.
VolatilityTradesting operates at 38% of S&P 500 realized volatility.
Capital ProtectionDynamic risk capping prevented every 5%+ equity pullback seen in the index.
Video Evidence

Trading Videos

Real trading videos - results, withdrawals, and live system performance.

View All 122 Videos

The Versions Timeline

2020
V1 - GRID PRIME

The Probability Genesis

Foundations of automated grid logic. Proved that bidirectional mean reversion could generate alpha on XAUUSD through static lot progression.

2022
V2 - DYNAMIC PULSE

Volatility Adaptation

Introduction of independent logics. The system began "breathing" with market volatility, transitioning from static to dynamic layer spacing.

2024
V3 - SOVEREIGN

Triple-Engine Core

The current production master. Isolated risk engines (A, B, C) and bidirectional hedge-layering. 30,000+ potential parameter variants.

2026
V4 - RYUK MATRIX LOADING...

THE RUST CONVERGENCE

Universal execution ecosystem supporting MT4, MT5, Rust, and C++ while explicitly avoiding Python. V4 introduces leveled-up engines with hedge and reverse mechanics, advanced trailing systems, partial closings, and modular risk management architectures. Beside the EA: a gradient-boosted model fleet (XGBoost panel + per-range surrogate in production; meta-labeling and cascade predictors still in the lab) and an agent research floor that only advances candidates through staged gates.

Explore The Ecosystem

The journey ends in production: cross-check the live numbers on Results, or open the blueprints on Features.

// Software lab RYIUK — local LLM inference, backtesting pipelines, agentic workflows. No signals. No courses.
RYIUK.pro →

Contact

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Frequently Asked Questions

No. The market's only 100% certainty is that no one knows the future - that's what makes it fun. I provide stable, verified tools, but you are responsible for your risk. Don't blame others; execute with responsibility.
I do not know and please never ask me that. My job is to keep account and margin protected. I do not chase profits, this is an investing model. Algorithm waits for market, places trades that stay in DD until reversed.
Yes, model is based off past (backtesting) and live data.

My portfolio started in 2021 and I averaged around 35-35% yearly up to 2026 when I stopped to code my new algorithm. I always optimize but that's a fair number to expect.
No. Never during your 1-year management cycle. You keep 100% of all closed profits with zero split. You only pay the flat annual management fee covering your dedicated VPS and execution. After 1 year, we renegotiate favorable renewal conditions tailored to your account growth.
You open an account with your own regulated broker and keep full control. I receive only the trading account credentials needed to deploy and manage the EA - no access to deposits or withdrawals, ever. You can watch every position live and disconnect at any time.
Yes - and only you can. Your capital stays in your own broker account under your name. I never touch your money: I only need your trading account credentials to set up and manage the EA. Withdrawals are impossible for me - deposit and withdrawal access is 100% yours, 24/7.
None at all. We set up the cloud server (VPS) for you, connect the algorithms, and manage all the technical infrastructure. You simply monitor your account on your phone.
The Lab Lifetime Access ($999 USD 1-Time Beta) is processed securely through Whop. Crypto payment is available upon request; contact support@daavile.com and we arrange it directly.
Debate, disagree, question, learn - all welcome. Disrespect, personal attacks, or breaking the group's rules is not. Keep it classy and professional and we'll get along; act toxic or leak proprietary models and you're out immediately with no refunds.
Currently Gold (XAUUSD) exclusively. Gold provides consistent daily volatility and high liquidity, making it ideal for automated algorithmic trend and yield execution.
Brokers are your choice. I diversify my capital where I can. Regulations and restrictions are a headache, so DYOR (Do Your Own Research). I provide IB affiliate links to support the ecosystem, but the final decision is yours.

DYOR: I don't promote brokers, just share the ones I use. I hate them all equally, trust no one, diversify and wish one day I can trade direct pools.
Users worldwide (excluding USA & Canada) can use cent accounts for max optimization. RoboForex, TeleTrade, VT Markets, and Vantage are some of the brokers with MT5 and cent accounts. USA and Canada traders can't use cent accounts.

Cent Options: $10k deposit (Max 2 accounts - $199/yr) | $25k deposit (Max 5 accounts - $299/yr) | $50k deposit (Max 10 accounts - $499/yr).

* Note: For deposits over $20,000 USD, capital is split across multiple brokers due to maximum cent balance caps.
Canada traders have more options but not cent accounts; they will have to go with standard accounts that require higher investment ($100,000 USD minimum capital - $999/yr). USA traders operate under their own risk with offshore CFD brokers.
Yes. I keep expanding strategies, models and algorithms. Everything runs on fresh data with continuous optimization - nothing ships once and rots.
Short to long term, yes. The plan is diversified portfolios across multiple uncorrelated assets and markets, run as investing-trading farms. XAUUSD is the base - everything else gets measured against it.