Amanda Vitoria De Paula Pereira
Amanda Vitoria De Paula Pereira
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Engineer al Brasil
"At 6, I disassembled toys to understand their mechanics, by 12, I was captivated by the intersection of art and mathematics. I saw the micro and macro connections like a musical arrangement, to me, everything is a grand opera; a harmony that makes my eyes shine."

My journey is a fusion of disciplines. Software engineering, product design, 3D art, and marketing, alongside an extensive range of courses covering psychology, trading psychology, and technical analysis, for me, the answer has always been found in knowledge.
I am a Software Engineer specialized in financial market automation. Unlike typical scripters, I approach MQL5 and Python development with strict engineering principles, robust architecture, execution speed, and fail-safe security.
I combine technical precision with the agility and creative problem-solving often associated with Brazilian developers. I find solutions where others find dead ends. A trading bot isn't just code. It is a financial weapon. It must be sharp, fast, and reliable. My code is clean, modular, and built to handle the chaos of live markets without breaking. Ready to turn your strategy into a fully automated asset? Let's build something profitable.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Kalman Filter (Dynamic True Price Estimator)
An aerospace-grade state estimation algorithm that dynamically filters out market noise and manipulation wicks to reveal the true underlying execution price with zero static phase-lag.
Amanda Vitoria De Paula Pereira
Articolo pubblicato Building an Object-Oriented FVG Scanner in MQL5
Building an Object-Oriented FVG Scanner in MQL5

Create an object-oriented fair value gap (FVG) scanner in MQL5 and display liquidity gaps directly on a MetaTrader 5 chart, this article formalizes the imbalance geometry based on three candlesticks, synchronizes OHLC arrays with CopyRates, manages rectangles without leaks, and monitors mitigation in real time. It also shows how to integrate this class into an Expert Advisor with a strict new bar filter for stable and efficient execution.

2
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Shannon Entropy (Predictability Index)
A quantitative Information Theory engine that calculates the Shannon Entropy of price distribution to mathematically measure market randomness and algorithmic predictability.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Fourier Transform (DFT) Dominant Cycle Language: MQL5
A digital signal processing (DSP) engine that applies the Discrete Fourier Transform (DFT) to market data, isolating the dominant cyclical frequency to project turning points and eliminate phase-lag.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional GARCH(1,1) Volatility Forecaster
A predictive quantitative engine that replaces lagging retail ATR, it utilizes the Nobel-prize-winning GARCH(1,1) econometric model to mathematically forecast future market volatility and variance.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional StatArb and Cointegration Spread Z-Score
Oscillatore quantitativo multi-asset progettato per l'arbitraggio statistico (Pairs Trading), calcola lo spread logaritmico tra due asset correlati e ne misura lo Z-Score per identificare opportunità di mean-reverting neutrali al rischio.
Amanda Vitoria De Paula Pereira
Articolo pubblicato From Simple Close Buttons to a Rule-Based Risk Dashboard in MQL5
From Simple Close Buttons to a Rule-Based Risk Dashboard in MQL5

Build a rule-based on-chart risk management panel in MetaTrader 5 using the MQL5 Standard Library. The guide covers a CAppDialog-based GUI, manual event routing, and an automated update loop. You will bind UI events to CTrade to execute conditional closures, show net floating P/L, and read automated targets directly from the chart.

4
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional K-Means Machine Learning Liquidity Clusters
Un indicatore di apprendimento automatico non supervisionato che applica l'algoritmo di clustering K-Means all'azione storica dei prezzi, individuando e tracciando matematicamente i veri pool di liquidità istituzionale senza pregiudizi umani.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Fractal Dimension Index (Regime Detector)
An advanced quantitative filter based on Chaos Theory and fractal geometry, it calculates the intrinsic dimensionality of the price curve to instantly classify market regimes into trending or mean-reverting states.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Kelly-VAPS Risk Engine (Library)
Una libreria MQL5 orientata agli oggetti (.mqh) che sostituisce i modelli statici di rischio al dettaglio con i modelli istituzionali Volatility-Adjusted Position Sizing (VAPS) e Kelly Criterion.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Nadaraya-Watson Kernel Regression
Una busta di apprendimento automatico quantitativo che utilizza la matematica della regressione kernel di Nadaraya-Watson per proiettare dinamicamente zone di inversione media statisticamente significative senza basarsi sulla tradizionale deviazione standard.
Amanda Vitoria De Paula Pereira
Hai lasciato un feedback al cliente per il lavoro I want to build Gold Trading EA – Paired Multi-Level Breakout with Auto-Refresh & Trailing Stop
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Gaussian Signal Filter (Zero-Lag ALMA)
Un filtro gaussiano quantitativo progettato per sostituire le medie mobili al dettaglio in ritardo applicando un'avanzata elaborazione del segnale digitale per eliminare il rumore del mercato senza sacrificare la reattività.
yarpol1445
yarpol1445 Sabato
Je voulais le tester
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Cumulative Volume Delta (CVD)
An advanced order flow engine that approximates tick-by-tick aggressor data to calculate the true Cumulative Volume Delta, it exposes institutional absorption and divergence hidden within standard price candles.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Z-Score Statistical Reversion
Un oscillatore quantitativo professionale che sostituisce i tradizionali indicatori di momentum al dettaglio come l'RSI, calcola la deviazione standard statistica dell'azione dei prezzi per identificare le inversioni matematicamente esaurite.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Unmitigated Order Block Matrix
A dynamic Smart Money utility that identifies institutional Order Blocks backed by volume anomalies and automatically tracks their mitigation state to keep your charts clean and focused on fresh liquidity.
Amanda Vitoria De Paula Pereira
Codice pubblicato Institutional Toxic Flow and Tick Speedometer
A high-frequency trading utility designed to measure real-time tick velocity and detect toxic order flow spikes before they reflect entirely on standard price candles.
Amanda Vitoria De Paula Pereira
Codice pubblicato ICT Silver Bullet and Macro Imbalance Filter
An institutional time and price filter that highlights strict macroeconomic trading windows and automatically projects Fair Value Gaps exclusively when institutional volume is present.
Amanda Vitoria De Paula Pereira
Amanda Vitoria De Paula Pereira
One of the biggest misconceptions in retail algo-trading is ignoring the network latency between the MT5 terminal and the broker's trade server, a strategy with a 90% win rate in the Strategy Tester will easily bleed money in the live market if the developer doesn't implement an asynchronous execution loop and dynamic slippage control

In the snippet below from my proprietary C++ trade engine, you can see the foundation of a fail-safe execution layer that overrides standard synchronous methods, always architect for chaos, not for perfect historical ticks.
Amanda Vitoria De Paula Pereira
Codice pubblicato Asynchronous Institutional Trade Engine (Library)
A professional object-oriented MQL5 library designed for quantitative developers. It provides asynchronous order execution and dynamic slippage control to prevent terminal freezing during high-frequency algorithmic trading.
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