Data-Driven Strategy Development

Trading Strategy Development & Backtesting Services

We take your trading hypothesis and subject it to rigorous quantitative analysis. Formalize the rules, code the strategy, backtest against historical data, and deliver a comprehensive report that tells you. with data. whether your edge is real.

Our Strategy Development Services

Every trading strategy is treated as a scientific hypothesis. assumed false until the data proves otherwise.

Quantitative Research

Understanding the underlying market dynamic that creates the edge. Behavioral biases, structural inefficiencies, or microstructure patterns.

Strategy Coding

Formalizing your trading rules into code with zero ambiguity. Every condition defined precisely. entry, exit, filter, position sizing.

Historical Backtesting

Running coded strategy against multiple years and market regimes with realistic friction. commissions, slippage, partial fills, latency.

Walk-Forward Analysis

The gold standard for strategy validation. Optimize in-sample, test out-of-sample, roll forward and repeat to verify robustness.

Monte Carlo Simulation

Thousands of randomized trade sequences to estimate best-case, worst-case, and expected outcomes. Probability of drawdown and recovery time.

Paper Trading Validation

Real-time market conditions using paper trading accounts. Catches issues that historical backtesting cannot. data feeds, fill quality, execution behavior.

Asset Classes We Cover

Equities

Momentum, mean reversion, sector rotation, pairs trading, event-driven

Futures

Index futures (ES, NQ, YM), energy, metals, agriculture, micro contracts

Forex

Carry trade, momentum, mean reversion, session-based strategies

Cryptocurrency

Momentum, arbitrage, funding rate harvesting, liquidity provision

Options

Premium harvesting, volatility strategies, hedging overlays

Prediction Markets

Event-driven strategies for Kalshi and Polymarket

Tools and Platforms We Use

Python + BacktraderFlexible backtesting, custom indicators, portfolio strategies
Python + ZiplineEvent-driven backtesting, strong for equities and portfolios
QuantConnect (LEAN)Cloud-based, institutional data, multi-asset, live deployment
TradingView Strategy TesterPine Script validation, visual backtesting, alert testing
MetaTrader Strategy TesterMQL4/MQL5 EA optimization, forward testing
NinjaTrader PlaybackNinjaScript testing with market replay and simulated execution

What You Receive

Strategy Source Code: Fully commented, production-ready, you own it completely

Backtest Report: Equity curves, drawdown analysis, Sharpe/Sortino/Calmar ratios, win rate, profit factor

Walk-Forward Results: Out-of-sample performance across all test segments

Monte Carlo Report: Probabilistic outcome distribution with confidence intervals

Risk Parameters: Recommended position sizing, stop-loss levels, daily loss limits

Optimization Notes: All parameters tested, sensitivity analysis, recommendations

Deployment Guide: Step-by-step instructions for your target platform

Strategy Development Pricing

Strategy Formalization Only
$497 - $1,500
2-3 days

Formalize your trading rules into a specification document and coded strategy.

Full Backtest & Validation
$1,500 - $3,500
1 week

Strategy coding, historical backtesting, walk-forward analysis, Monte Carlo simulation, and comprehensive report.

Strategy Development + Bot
$3,500 - $8,000+
20-25 days

Full package. research, strategy coding, backtesting, validation, bot development, and live deployment.

Turn Your Edge Into a System

Submit Your Strategy Idea

Tell us what you are trading, what your hypothesis is, and what platform you want the strategy on. We will review it and let you know exactly what we can deliver.