
Jose M Martinez
Quantitative Developer, Algorithmic Trading and Python
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Experiência profissional
Quantitative Developer & Algorithmic Trading Specialist
Trading • Autônomo
Dec 2025 - Present • 11 mos
Designed and developed an institutional-grade, full-stack algorithmic crypto trading bot from scratch. Key achievements: - Built a high-performance asynchronous backend using Python 3.11, FastAPI, and AsyncIO to handle real-time WebSocket data streams and REST API integrations with Binance. - Developed an interactive web-based trading terminal (Frontend) using vanilla JavaScript and TradingView Lightweight Charts, allowing users to visually adjust grid parameters, stop-losses, and monitor real-time PnL. - Implemented a strict Risk Management Engine featuring dynamic inventory limits, circuit breakers, and an emergency kill-switch to protect capital during high-volatility events. - Integrated a Local AI Agent (Llama 3 via Ollama) to act as a quantitative risk manager, evaluating market regimes before trade execution and auditing portfolio exposure without incurring monthly API costs. - Created a persistent paper-trading environment with CSV accounting for trade history and JSON state management. - Integrated Telegram Bot API for real-time trade execution alerts and hourly AI risk reports.