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Skills

  • Trading
  • Python
  • Risk Management
  • Algo Trading
  • Backtesting
  • Cryptocurrency
  • Data Analysis
  • Programming
  • Quantitative Analysis
  • Algorithm Analysis
  • Altcoin
  • Bayesian Statistics
  • Binance
  • Bitcoin
  • Blockchain

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Services

  • Crypto Trading Bot Development | Python

    $15/hr Starting at $200 Ongoing

    Dedicated Resource

    Professional cryptocurrency trading bot development with proven expertise and real market experience. I build custom automated trading systems that execute strategies 24/7, manage risk, and maximize your...

    Algo TradingAltcoinBacktestingBinanceBitcoin

  • Walk-Forward Strategy Stress Test

    $15/hr Starting at $200 Ongoing

    Dedicated Resource

    Most trading strategies fail in live markets because they are overfitted to historical data. A standard backtest is not enough. You need a stress test. I offer a professional Quantitative Audit using...

    Algo TradingAlgorithm AnalysisBacktestingBayesian StatisticsData Analysis

About

Quantitative Developer | Python Algo Trading & Strategy Optimization

Most trading strategies fail in live markets because they are overfitted to the past. I solve this problem.

I am a Quantitative Developer and Python Expert specializing in building automated trading systems that are statistically valid. I don't just write code; I provide the infrastructure to test, optimize, and execute your logic with precision.

My Specialized Services:

🐍 Python Algorithmic Trading:

- Advanced Optimization: Using Optuna to find the best parameter sets without curve-fitting.
- Walk-Forward Analysis: Rigorous testing on out-of-sample data to ensure your strategy works in changing market conditions.
- Data Mining: High-speed fetching of historical data (OHLCV) from exchanges (Binance, Bybit, etc.) via API to build reliable datasets.
- Execution Bots: Connecting your logic to exchanges via CCXT or custom API wrappers for low-latency execution.

📈 TradingView & Pine Script:

- Development of custom indicators and strategies (Pine Script v6).
- Setting up webhook alerts for automated execution (connecting TradingView to Python/3Commas).
- Converting manual strategies into strict algorithmic rules.

► ADVANCED METRICS & QUANT ANALYSIS (MY SPECIALTY)
Standard metrics like ROI are not enough. I analyze the deep structure of your strategy using:

1. STATISTICAL SIGNIFICANCE
- PSR (Probabilistic Sharpe Ratio) & Deflated Sharpe Ratio
- P-Values & Statistical Significance of trades
- Walk-Forward Matrix (WFM) Analysis

2. RISK & TAIL EVENTS
- CVaR (Conditional Value at Risk)
- Skewness & Kurtosis (Tail risk detection)
- Exposure-Adjusted Returns

3. MARKET DYNAMICS
- Market Regime Analysis (Trend vs. Range/Sideways performance)
- Rolling Sharpe Ratio & Alpha/Beta calculation
- Correlation matrices

Why Me?
You need to know if your strategy survives when the market changes. I provide the infrastructure and the math to answer that question. I focus on "Robustness" over "Raw Profit," ensuring your bot is ready for real capital.

Click "Invite to Job" to discuss your strategy and let's run the numbers.

Work Terms

I value efficiency and precision. My process is designed to eliminate ambiguity and wasted time on calls.

COMMUNICATION & PLANNING:
* Written Over Verbal: I prioritize message/chat communication to ensure a clear audit trail of requirements.
* Documentation First: I work based on a shared plan document (Google Docs or `docs.md`) that we co-edit. This ensures we are perfectly aligned on the logic and scope before I write a single line of code.

REQUIREMENTS:
* Please provide specific metrics, detailed workflow descriptions ("When X, do Y"), and API docs upfront.
* I require concrete examples of desired outputs (screenshots, data format).

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