Trading Engineering Lab

Systematic trading
research, built on
real market data.

I'm The Trading Engineer — an engineer with 3 degrees and 5+ years designing, testing and deploying trading systems on futures and FX. No signals, no hype.

TRADING ENGINEERING LAB Quantitative Trading Research XAUUSD · 4H · AEGIS EA EQ OB FVG 2341.80 MONTHLY BALANCE EVOLUTION JUN +3.28% JUL +2.65% AUG +0.88% SEP −0.17% OCT +3.01% NOV +1.27% DEC +4.96% JAN +5.94% MAR +11.53% TRADING ENGINEERING LAB DARWINEX ZERO · REAL CAPITAL · OWN FUNDS ONLY
Next-Gen Trading Bots

Discover my engineered
strategies and bots.

I've spent 5+ years building and improving a core strategy using real market data, Monte Carlo analysis and custom analytics software. Fully live on Darwinex Zero.

Explore full performance →
 Live · Intraday Scalping
Horizon Striker
Expert Advisor · MT5 · v1.55.0 · Indices + Major FX

FVG-based scalping with three daily windows — London open, New York open, late-US reversal. Higher-timeframe bias, volatility regime filters, news event detection, dynamic trailing exits.

+194%
In-sample return
1.43
Profit factor
1,840+
Trades tested
Out-of-sample: +22% on untouched data — edge confirmed.
 Live · Swing Trading
AEGIS
Expert Advisor · MT5 · v1.54.0 · Indices + FX + Gold

Order-block swing EA with 5-layer multi-timeframe confirmation — weekly/daily bias, liquidity clusters, volatility regime, market structure rules, portfolio-level exposure controls.

+340%
In-sample return
2.19
Profit factor
61.8%
Win rate
Out-of-sample: PF 2.41 — edge strengthened on untouched data.
The Process

How I build a
trading system.

A rigorous engineering pipeline that starts with a hypothesis and ends only when the system survives real conditions.

01
Define the hypothesis
Market, session, risk profile, pattern. I start with a clear, testable idea — not with random indicators or gut feeling.
02
Test on real data
Code the rules, run them on real tick data (Dukascopy). Track performance metrics and look for weak spots — not just nice equity curves.
03
Deploy & iterate
If the system survives walk-forward, OOS and Monte Carlo — deploy on funded accounts at small risk, journal every result, keep refining. No system is ever "finished."
A Lab for Next-Gen Trading Systems

From TradingView indicators to fully automated Expert Advisors — every tool I build serves one purpose: translate theory into consistent process.

Indicators & Tools
TradingView scripts that support daily decision-making.
Robustness Testing
Walk-forward, OOS, Monte Carlo, parameter sensitivity.
Core Strategy
The base model refined mathematically over thousands of trades.
Trading Bots
Automated implementations live on funded accounts.
Psychology & Process
Scientific frameworks for emotional and behavioural edges.
Community
Take part in the future of Trading Engineering Lab.
LabDegree — Course

From Zero to
Structured Market Thinking.

A complete recorded course — from market fundamentals to advanced proprietary strategies, real backtesting methodology, prop-firm capitalisation, and the psychological framework to execute consistently.

Mod 01
Foundations & Mindset

The right mental framework before touching any chart. What trading really is, what it isn't, and why most people fail before they begin. Expectations, routine, and the non-negotiables of a professional approach.

Mod 02
Market Alphabet pt.1

Price action from first principles: market structure, highs/lows, trend phases, and how institutions leave footprints in the chart. The vocabulary every serious trader must internalize before building any strategy.

Mod 03
Market Alphabet pt.2

Liquidity zones, imbalances, order blocks and displacement. How smart money operates and how to read their activity in real time — the concepts that separate discretionary noise from structured analysis.

Mod 04
Advanced Tools & Profiles

Volume Profile, Market Profile, and footprint charts applied to real trading decisions. How to identify value areas, POCs, and volume nodes to place entries and manage trades with institutional-grade context.

Mod 05
Risk & Trading Plan

Position sizing, R-multiples, max daily drawdown, and how to build a personal trading plan that survives losing streaks. The math and logic behind capital preservation — the only thing that keeps you in the game long-term.

Mod 06
Psychology & Discipline

Emotional control, revenge trading, FOMO, and overconfidence — mapped and addressed with practical tools. How to build a consistent pre/post-session routine and a trading journal that actually improves performance.

Mod 07
BIAS & Long-Term Investing

Building a directional bias from macro to micro: economic cycles, intermarket correlations, and how to align your intraday trades with the dominant institutional narrative. Also covers long-term portfolio construction and asset allocation.

Mod 08–09
Entry Models (2 modules)

Two full modules dedicated to Manuel's proprietary entry models: trigger conditions, confirmation signals, precise entry timing, stop placement and target logic. Dozens of annotated real-trade examples across futures and FX.

Mod 10
RebalX — Proprietary Strategy

Deep dive into RebalX — the systematic rebalancing strategy developed and traded with real capital on Darwinex Zero. Full rule set, logic behind it, live equity curve, and how to replicate it within your own risk parameters.

Mod 11
Execution & Market Reading

Real-time decision making: how to read the tape live, manage open trades without emotion, scale in/out, and handle news events. The gap between knowing a strategy and actually executing it — closed here.

Mod 12
Backtesting Practice

How to test a strategy properly — data selection, timeframes, sample size, avoiding overfitting, and interpreting results. Manuel's own backtesting methodology explained step by step, with practical exercises you complete during the module.

Mod 13–14
Prop Firms + Roadmap

How to pass prop firm evaluations (Darwinex Zero, APEX and others) without blowing up: challenge rules, risk parameters, optimal phase strategy. Closes with a personalised roadmap — from where you are now to funded, consistent trader.

+ AI support · trading journal · indicators · community
LabDegree
From Zero to Structured Market Thinking
Complete recorded course. Available in Spanish, English & Italian. Lifetime access.
  • 14 modules · 15+ hours of video content
  • 550+ downloadable slides (Lab 1 → Lab 14)
  • TradingView indicators: HTF PO3, FVG, Sessions, Checklist
  • RebalX strategy — 739 backtested trades on real tick data
  • Position Sizer Bot, FX Replay, Trading Journal template
  • AI support: TEL Market Engine
  • Prop-firm module: Darwinex Zero, APEX, trade copier
14
Modules
550+
Slides
3
Languages
Trade Recap

Learn from my executions —
the wins and the losses.

Daily execution on funded accounts and real-money tracking. No "perfect hindsight" charts. Just transparent journaling of how systems behave in live market conditions — including every mistake.

Each recap includes: entry/exit analysis, what the system signal said, what happened, and the lesson carried forward.

See recent recaps →
Win · Horizon Striker
NQ Futures — London Open FVG Fill
Intraday · 0.75% risk · System signal
+2.1R
Result
Loss · AEGIS
EURUSD — Weekly Order Block Rejection
Swing · 1.5% risk · Displacement failed
−1R
Result
Win · Horizon Striker
ES Futures — NY Open FVG + MSS Confirmation
Intraday · 0.75% risk · System signal
+3.4R
Result
Win · AEGIS
XAUUSD — Daily OB + Liquidity Sweep
Swing · 1.5% risk · 5-layer confirmation
+1.9R
Result
Radical transparency: every trade is published — wins and losses alike. Commissions, swap, and slippage always included. No cherry-picking.
What are people saying?

Real students.
Real results.

All testimonials from real students who worked with Manuel 1:1 or in small groups. No paid reviews.

5.0/5
★★★★★
100% of students recommend
"

I had taken other trading courses before, but Manuel's work is on a completely different level. His knowledge of the markets is huge, backed by real results — but what really sets him apart is how clearly he teaches. Transparent, patient, outstanding Q&A sessions. My understanding of trading improved massively in a short period of time.

Adrian R.
Adrian R.
Locomotive Engineer · Renfe
"

The information taught has been filtered and tested to provide practical, efficient, sustainable, and replicable knowledge. Topics range from practical operations to strategy, risk management, and the right mindset. The course doesn't work miracles, but it provides tools that allow you to stand on your own two feet.

Manuel C.
Manuel C.
Professional Poker Player
"

Manuel's mentorship is among the best I've seen in this space. Comprehensive, practical and truly grounded in reality — something very rare in this industry. He is highly committed, explains everything clearly and is always looking to improve results. Choosing to learn with him is a smart and safe decision.

Damian A.
Damian A.
Physiotherapist
"

10/10. The information and dedication that Manuel provides is incredible. I've tried several trading courses, but none of them come close to this one. You can really tell the many years of study and experience he has, as well as the close support you receive at all times. After the mentorship I immediately noticed an amazing change in my own trading.

Mario J.
Mario J.
Student & Part-Time Employee
"

Manu has been very approachable and committed to his goal from the very beginning. I greatly appreciate the effort he has made to synthesize and test the knowledge and his dedication to conveying it pragmatically. I have learned a great deal from him, and although I still focus primarily on my work, I always stay up-to-date. I'm glad I took the course because of the understanding of economics it has given me, and I hope to get even more out of it in the future when I have more experience.

Guillermo G.
Guillermo G.
Project Manager · European Union
Stop being easy liquidity

A fair fight,
not a fantasy.

Tired of signals, hype and magic indicators? Build a system backed by data and discipline. This is where that work happens.

No signals · No guaranteed returns · Own capital only · Radical transparency