Amanda Vitoria De Paula Pereira
Amanda Vitoria De Paula Pereira
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Engineer Brasil
I am a Software Engineer focused on quantitative architecture and high-frequency trade execution, I do not build generic retail scripts, I write clean code designed to survive live broker environments, toxic order flow, and server latency, my infrastructure handles complex math without freezing the MT5 terminal thread

I specialize in building asynchronous order loops and deep Python API integrations, look at my history, i have a 0% arbitration loss record because my setups protect your capital from systemic bugs, if you have a strategy that needs institutional-grade risk controls and rock-solid logic, let's plug it in.
Amanda Vitoria De Paula Pereira
게재된 코드 Institutional Kyle's Lambda Market Impact Engine
An institutional market microstructure indicator for MT4 that computes Kyle's Lambda and Amihud Illiquidity ratios to identify institutional order absorption and toxic liquidity vacuums.
Amanda Vitoria De Paula Pereira
Senior MQL5 Developer Needed — Multi‑Engine Portfolio Trend System (MT5) 작업에 대한 피드백을 고객에게 남김
Edoardo Centorame
Edoardo Centorame 2026.06.10
good
Amanda Vitoria De Paula Pereira
게재된 기고글 Building an Object-Oriented Z-Score Statistical Arbitrage Engine in MQL5
Building an Object-Oriented Z-Score Statistical Arbitrage Engine in MQL5

This article shows how to implement a production Z-Score engine in MQL5 using an object-oriented include file, the library computes a rolling mean and population standard deviation, exposes a shift parameter for historical queries, and avoids redundant tick work by running on bar close. An Expert Advisor executes rule-based entries at positive/negative sigma thresholds and closes on mean reversion; a custom indicator provides visual verification.

2
Amanda Vitoria De Paula Pereira
Expert Advisor based on a system of indicators 작업에 대한 피드백을 고객에게 남김
Amanda Vitoria De Paula Pereira
게재된 코드 Institutional Ornstein-Uhlenbeck Equilibrium Matrix
An econometric price-space indicator that utilizes the Ornstein-Uhlenbeck stochastic process to mathematically estimate the asset's true driftless equilibrium and its speed of mean reversion.
Amanda Vitoria De Paula Pereira
게재된 코드 Institutional Markov Chain Transition Matrix
A quantitative stochastic probability engine that utilizes Markov Chain transition matrices to mathematically forecast the percentage chance of bullish or bearish continuation on the next algorithmic execution cycle.
Amanda Vitoria De Paula Pereira
게재된 코드 Institutional Harmonic Volumetric Gravity Center
가중 조화 평균(Weighted Harmonic Mean) 수학적 원리를 활용하여 산술적 이상치를 제거하고, 기관 투자자의 실제 유동성 중심을 파악하는 정량적 거래량 밀도 분석 엔진.
Amanda Vitoria De Paula Pereira
게재된 기고글 Building an Object-Oriented ONNX Inference Engine in MQL5
Building an Object-Oriented ONNX Inference Engine in MQL5

This article shows how to run Python-trained models natively in MetaTrader 5 via the terminal's ONNX functions. We build an MQL5 class that encapsulates session creation, fixes input/output tensor shapes, applies min-max feature normalization to mirror training, and executes OnnxRun once per bar to protect the CPU, the result is a reliable, maintainable inference path for live charts and the Strategy Tester without sockets or DLLs.

2
Amanda Vitoria De Paula Pereira
Quantitative Developer: 작업에 대한 피드백을 고객에게 남김
Edoardo Centorame
Edoardo Centorame 2026.05.18
good
Amanda Vitoria De Paula Pereira
Title, Custom High-Frequency Tick Velocity EA (Private Project) 작업에 대한 피드백을 고객에게 남김
Amanda Vitoria De Paula Pereira
게재된 코드 Institutional Kinematic Price Physics (Velocity and Acceleration)
미분법을 가격 변동에 적용하여 진정한 시장 속도(1차 미분)와 시장 가속도(2차 미분)를 도출함으로써, 추세 소진이 발생하기 전에 이를 예측하는 정량적 물리 엔진입니다.
Amanda Vitoria De Paula Pereira
게재된 코드 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
게재된 기고글 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.

3
Amanda Vitoria De Paula Pereira
게재된 코드 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
게재된 코드 Institutional Fourier Transform (DFT) Dominant Cycle Language: MQL5
시장 데이터에 이산 푸리에 변환(DFT)을 적용하여 주요 주기적 주파수를 분리함으로써 전환점을 예측하고 위상 지연을 제거하는 디지털 신호 처리(DSP) 엔진입니다.
Amanda Vitoria De Paula Pereira
게재된 코드 Institutional GARCH(1,1) Volatility Forecaster
지연성이 있는 소매용 ATR을 대체하는 예측형 정량 분석 엔진으로, 노벨상을 수상한 GARCH(1,1) 계량경제학 모델을 활용하여 향후 시장 변동성과 분산을 수학적으로 예측합니다.
Amanda Vitoria De Paula Pereira
게재된 코드 Institutional StatArb and Cointegration Spread Z-Score
통계적 차익거래(페어 트레이딩)를 위해 설계된 정량적 다중 자산 오실레이터로, 두 개의 상관관계가 있는 자산 간의 로그 스프레드를 계산하고 Z-스코어를 측정하여 위험 중립적인 평균 회귀 기회를 식별합니다.
Amanda Vitoria De Paula Pereira
게재된 기고글 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
게재된 코드 Institutional K-Means Machine Learning Liquidity Clusters
과거 가격 움직임에 K-평균 클러스터링 알고리즘을 적용하여 사람의 편견 없이 실제 기관 유동성 풀을 수학적으로 감지하고 표시하는 비지도 머신러닝 지표입니다.
Amanda Vitoria De Paula Pereira
게재된 코드 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.
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