Stop Guessing the Market. Start Trading Like a Systematic Professional.
A structured path to algorithmic trading built on validation, portfolio design, and real capital discipline.
No hype. No shortcuts. Just process.
Applied in Live, Publicly Audited Capital
The methodology taught in the program is deployed in my own live capital and publicly audited portfolios.
DARWIN GWS
Multi-strategy tactical alpha on liquid global markets
Live track record since 2022
Max Drawdown: -23%
Annualized return: 7%
AuM: €20,000
DARWIN GWV
Since June 2026: quantitative short-selling strategy across equities.
Live track record since 2024
Max Drawdown: -10%
Annualized return: 10%
AuM: €30,000
DARWIN UMH
Volatility-adjusted alpha on recurrent market behaviors
Live track record since 2025
Max Drawdown: -9%
Annualized return: 22%
AuM: €230,000
DARWIN PWZT
Systematic equity allocation based on cross-sectional signals
Live track record since 2025
Max Drawdown: -8%
Annualized return: 22%
AuM: €300,000
DARWIN VMZW
Trend-following strategies in crypto markets with asymmetric risk
Live track record since 2025
Max Drawdown: -19%
Annualized return: -5%
AuM: €0.0
DARWIN COFR
S&P500 long-only rule-based strategies that switch to cash to protect capital
Live track record since 2026
Max Drawdown: -7%
Annualized return: 15%
AuM: €30,000
Past performance does not guarantee future results. All trading involves risk. Data as of August 2026.
Live Public Track Records Since 2022
Executed in live capital through multi-strategy systematic portfolios across global liquid markets, with ongoing capital allocation through DarwinIA’s quantitative selection framework.
Operated with personal capital.
Publicly verified on Darwinex and Darwinex Zero.
No signal services. No theoretical backtests.
€610,000+ combined AuM across 6 live systems, with track records dating back to 2022.
Real numbers, not a highlight reel. Every system shown here — wins, losses, and drawdowns included.
How to invest →
How You Invest in Any of Our Systems
These are proprietary systems I build, fund and trade live with my own capital across Forex, indices, equities, gold and crypto.
Each one is published on Darwinex as a DARWIN: a risk-adjusted, fully audited replica of the strategy (Target VaR 6.5%, regulated by CNMV & FCA).
How it works: open a free Darwinex account, search the ticker, assign your weighting. Darwinex mirrors trades automatically — your capital stays in your own segregated account, deposit or withdraw anytime.
Terms: 1.2% annual management fee · 20% performance fee on new profits only (high-water mark)
Availability may vary for Spanish residents due to Darwinex's regulatory restrictions (CNMV).
Affiliate link — we may earn a small commission at no extra cost to you.
CFDs are complex instruments and come with a high risk of losing money rapidly due to leverage. 54% of retail investor accounts lose money when trading CFDs with this provider. You should consider whether you understand how CFDs work and whether you can afford to take the high risk of losing your money.
Most traders don’t fail because of bad strategies.
They fail because of bad process.
Over-optimized backtests.
Beautiful equity curves.
Bots that look impressive for six months.
Then reality hits.
The issue isn’t automation.
It’s validation, structure, and capital discipline.
Without those, you’re not building a trading operation.
You’re running experiments with capital.
Curve-Fitted Backtests
Optimized to look perfect in the past.
Isolated Systems
No portfolio structure behind them.
Uncontrolled Risk
No statistical validation or capital framework.
Professional trading begins where optimization ends.
Why This Framework Exists
This approach was built from experience — not from theory or marketing.
Over the years, I tried manual trading. Automated strategies. Brute-force strategy-mining software, spitting out hundreds of backtests that looked promising..
Most of them failed when exposed to real market conditions.
What was missing wasn’t a better indicator or a smarter bot — it was structure.
A professional framework built around validation, portfolio design, risk control, and long-term robustness.
Today, the same structured methodology is applied in my own live capital and shared publicly through audited portfolios.
The program reflects that exact process.
No hype. No shortcuts.
Just professional systematic trading done properly.
If you want to understand how the full structured path works — and whether it fits your goals — start with the free course.
What Serious Systematic Traders Do Differently
They don’t chase performance.
They build structure.
Statistical Validation
Systems are tested across years, regimes, and market conditions — not cherry-picked periods.
Portfolio Architecture
Strategies are combined intentionally.
Correlation, exposure, and capital allocation are engineered — not improvised.
Capital Discipline
Risk is predefined.
Execution is systematic.
Emotions are removed from the decision loop.
Professional trading is not about finding better signals.
It’s about building better structure.
Inside the Free Course
A detailed breakdown of how professional systematic trading is actually built.
8 short lessons. Under 2 hours total. A full walkthrough of how professional systematic trading is actually built. You’ll see:
Why most automated strategies fail in live markets
The validation framework behind robust systems
A real case study end-to-end — from a chart idea to a deployed bot, with 7 years of backtesting
How multi-strategy portfolios are engineered
The structured path from AI-assisted automation to professional MQL5 portfolio architecture
It’s a clear explanation of the full framework.
There is a progression behind professional trading
A Structured Path to Professional Algorithmic Trading
From AI-assisted automation to robust system design and professional MQL5 portfolio engineering.
LEVEL 01
AI-Assisted Strategy Automation
Design and automate simple trading systems using generative AI — even without programming knowledge. Transform structured trading ideas into working Expert Advisors and understand the mechanics behind automation.
LEVEL 02
Robust System Design
Move beyond basic automation.
Learn statistical validation, robustness testing, and why isolated systems fail without portfolio context.
LEVEL 03
Professional MQL5 Engineering & Portfolio Architecture
Build scalable, multi-strategy, multi-asset trading frameworks using structured MQL5 programming, capital allocation logic, and risk discipline.
Already familiar with how this works?