Institutional-Grade Algorithmic Trading Development:
From Pine Script & MQL to Autonomous AI Trading Agents.
Engineered for prop firm traders, hedge funds, and professional quant traders. We build ultra-low-latency execution engines, custom indicators, and self-optimizing AI agents under strict legal confidentiality.
Specialized Quantitative Engineering Services
High-performance algorithmic implementations engineered to eliminate latency, prevent execution drift, and adhere to institutional risk protocols.
Custom Indicators & Scripts
Transform complex charting methodologies into high-precision indicators on Pine Script v5/v6, MQL4/5, or cTrader with real-time webhook routing.
- Smart Money Concepts (SMC) & Order Blocks
- Multi-timeframe Momentum & Divergence Engines
- Zero-lag Real-time Alert & Webhook Dispatchers
- Protected Invite-Only Script Distribution
Automated Trading Bots (EAs / cBots)
Production-ready Expert Advisors (EAs) and cBots featuring dynamic lot sizing, trailing stops, break-even logic, and daily drawdown protection.
- Prop Firm Risk Guard (Max Daily DD Hard Stop)
- ATR Dynamic Lot & Volatility Positioning
- Anti-Slippage & High-Spread Execution Filter
- DLL & Low-latency C# / C++ Integrations
Cross-Platform Conversion
Seamless, zero-defect translation across ecosystems: Pine Script β MQL5, MT4 β MT5, or TradingView logic to Python backtesting engines.
- 100% Mathematical Logic Equivalence Guarantee
- TradingView Pine v5/v6 to MetaTrader 5 (MQL5)
- MT4 Legacy MQL4 to MT5 Multi-thread Optimization
- Pine Script to High-speed Python (VectorBT / CCXT)
Python & Quant Systems
Multi-asset/multi-timeframe statistical screeners, statistical arbitrage, dynamic volatility models, integrated via REST & WebSocket APIs.
- Statistical Arbitrage & Pairs Trading Matrix
- Interactive Brokers (TWS API) & Binance/Bybit FIX
- Multi-pair Real-time Market Screener & Scanner
- VectorBT & Event-driven Backtest Frameworks
AI Agents for Trading
Autonomous AI agents integrating macro news sentiment analysis, Bayesian signal filtering, and Reinforcement Learning parameter optimization.
- Macro Sentiment Agent (ForexFactory / Bloomberg NLP)
- Automatic Circuit Breaker before Red-Folder Events (FOMC, CPI, NFP)
- Regime Detection & Genetic Algorithm Auto-tuning
- Segregated 3-Tier Multi-Agent Execution Protocol
Pioneering AI & Multi-Agent Quantitative Architecture
Beyond rigid rule-based code: We deploy segregated LLM-driven financial agents that interpret macro sentiment, audit portfolio risk, and continuously recalibrate parameters to changing market volatility regimes.
Agent 1: Signal Scout
Continuously ingests multi-timeframe candle data, Order Flow liquidity, and Smart Money Concepts imbalances across 40+ asset pairs.
> Scan Imbalance: XAUUSD (M15)
> Liquidity Sweep Detected: $2,892.40
> Confidence Score: 0.91 (Pass to Arbiter)
Agent 2: Risk Arbiter
Holds autonomous veto power over entry execution. Evaluates portfolio correlation, current drawdown vs. max cap, and scheduled macro releases.
> Max Daily Loss: 1.8% / 4.5% Cap (OK)
> News Check: FOMC in 14h (Clear)
> Decision: ORDER APPROVED
Agent 3: Smart Execution
Dispatches orders via TWAP / VWAP sub-lot routing through direct FIX / WebSocket gateways, eliminating adverse slippage and broker spread spikes.
> Total Size: 5.0 Lots
> Sliced into 5x 1.0 Lots (TWAP 300ms)
> Realized Slippage: 0.12 pips
Empirical Rigor & Anti-Overfitting Backtesting Standards
We reject curve-fitted vanity metrics. Every system undergoes tick-level Walk-Forward Analysis, 1,000+ Monte Carlo reshufflings, and realistic broker friction modeling.
Risk-adjusted return benchmark
Gross profits vs gross losses
Strict FTMO/Topstep compliance
Real variable spreads & slippage
Institutional Gold Scalper (XAUUSD M15) - Compounded Return
Monte Carlo (1,000+ Iterations)
Shuffles order sequences and trade returns to compute probability of ruin and worst-case drawdown distributions.
Walk-Forward Analysis (WFA)
In-sample calibration chained with strict out-of-sample forward testing to ensure genuine alpha over regime shifts.
Friction & Slippage Modeling
Incorporates spread widening in rollover hours, commission tiers, and dynamic 0.5 - 2.0 pip slippage penalties.
Institutional IP Protection & Absolute Confidentiality
Your trading strategy is your proprietary capital edge. We govern every engagement under strict contractual safeguards and encrypted infrastructure.
Mutual NDA Guarantee
Legally binding international Non-Disclosure Agreement executed prior to reviewing sensitive indicator code or strategy logic sheets.
100% Source Code Ownership
Complete handover of modular, well-documented source code (clean MQL5, Pine Script, or Python files). Zero proprietary lock-in.
Setup & VPS Deployment Support
Comprehensive walkthroughs, parameter preset (.set) files, and live remote assist on your Windows or Linux trading VPS.
Commercial Licensing (Optional)
For commercial vendors: account-number lockouts, DLL obfuscation, and cloud license server integration for invite-only monetization.
Our Strict 4-Step Engineering Pipeline
A rigorous, transparent software development life cycle (SDLC) tailored specifically for algorithmic trading and quantitative finance.
NDA & Logic Specification
Execute mutual NDA. Translate trading rules into an unambiguous Logic Specification Sheet: entries, exits, ATR stop loss, trailing logic, and risk limits.
Defensive Development
Clean, modular object-oriented coding. Embedded defensive guardrails: Max Spread Guard, slippage protection, and news filter circuit breakers.
Tick Backtest & Sandbox QA
Historical testing on 99% tick data with realistic spreads. Forward dry-run on live demo accounts / VPS for 3β7 days to verify order execution under live market conditions.
Delivery & Warranty
Handover of clean documented source code, preset files, and installation guide. Backed by lifetime logic bug warranty for the scope defined.
Client Endorsements & International Social Proof
Trusted by prop firm traders, fund managers, and quant researchers across the United States, United Kingdom, and Asia.
"Build custom indicator for MetaTrader 4"
"Build custom indicator for MetaTrader 4 - Thank you, Anh. for all the help you did you're a great guy."
"Complex Quantitative Strategy & Multi-Account Bot"
"Anh Pham delivered exceptional work with outstanding quality and professionalism. He consistently adhered to the schedule and maintained excellent communication throughout the project. I am extremely satisfied with his skills and dedication, and I am confident in his ability to handle complex tasks. I look forward to continuing our collaboration on long-term projects in the future."
"High-Precision Automated Trading EA with Risk Protocol"
"I am truly impressed by the quality of the work youβve delivered. Not only did you create an EA that functions precisely as requested, but you also demonstrated outstanding professionalism in every line of codeβwriting it cleanly, clearly, and paying meticulous attention to every detail. Your ability to grasp concepts and turn ideas into a remarkable product is absolutely exceptional. Thank you for pouring your dedication, time, and passion into this wonderful result!"
Start Your Technical Consultation
Submit your strategy brief under Mutual NDA. Our engineering desk will review the algorithmic viability and respond within 24 hours.
Direct Engineering Desk
Prefer direct technical communication? Connect directly with Founder & Quant Research Lead Pham The Anh.
AlgoXpert