z
zackogthetastin

Zack

@zackogthetastin

Python Trading Bot Developer, ML Engineer, Async Systems

Francia
Inglese, Francese, Spagnolo
Alcune informazioni sono riportate in lingua inglese.
Chi sono
I build production trading bots and ML systems in Python. My flagship project is a 98,000-line algo trading platform processing 60 real-time feeds across 6 crypto exchanges. What I deliver: - Automated trading bots (crypto, forex, prediction markets) - XGBoost ML models trained on millions of data points - Real-time pipelines with asyncio and WebSockets - Exchange APIs (Coinbase, Binance, Kraken, Bybit, OKX) - Risk management (circuit breakers, kill switches) Tech: Python, asyncio, aiohttp, XGBoost, pandas, NumPy. 2,000+ unit tests. Production-ready code.... Continua a leggere

Competenze

z
zackogthetastin
Zack
offline • 

Esperienza lavorativa

Python Developer & ML Engineer

TITAN Trading Systems • Freelance

Dec 2024 - Present • 1 yr 8 mos

Built a 98,000-line algorithmic trading platform from scratch in Python. The system processes 60 real-time order book feeds across 6 crypto exchanges (Coinbase, Binance, Kraken, Bybit, OKX, Bitstamp) using asyncio and WebSockets. Key achievements: - Trained XGBoost ML models on 18M+ candles achieving Sortino ratios of 5-8+ - Designed plugin architecture with 12 modules: risk management, circuit breakers, portfolio optimization, execution engine - Built multi-exchange data pipeline harvesting L2 order book data at 1000 depth - Deployed on Intel NUC running 24/7 with automated monitoring, Telegram alerts, and emergency controls - 2,075+ unit tests, full CI pipeline, production-hardened error handling