Maryam

Senior Gen AI Engineer

Global Commodities Trading • Tiempo completo

Dec 2023 - Present • 2 yrs 10 mos

Architected an asynchronous, ultra-low-latency quantitative trading infrastructure for global commodities (XAU/USD, BRENT, WTI), seamlessly bridging localized Python execution engines with MetaTrader 5 (MT5) terminals using custom WinAPI bindings and shared-memory IPC. • Engineered high-throughput, non-blocking ETL pipelines utilizing python-asyncio and TimeScaleDB to ingest, normalize, and process real-time L2 order book depth and multi-exchange tick feeds for systematic spread trading. • Integrated localized, CUDA-accelerated machine learning pipelines (XGBoost/LSTM) to calculate intraday alpha signals, streaming predictive vector weights through a Redis Pub/Sub layer directly into custom MQL5 Expert Advisors (EAs). • Developed thread-safe MQL5 execution modules leveraging OrderSendAsync() to mitigate slippage, handle dynamic spread widening during high-impact macroeconomic releases, and manage virtual stop-losses at the broker-gateway level. • Built a low-latency WebSockets dashboard via FastAPI and React to monitor real-time WebSocket state management, portfolio drawdown, margin utilization vectors, and execution latency profiles across decentralized multi-broker architectures.

Senior Full-Stack Developer

Bullseye Communications • Tiempo completo

Feb 2023 - Dec 2023 • 10 mos

Engineered custom full-stack web applications from scratch (backend to frontend) for European and global clients. Wrote extensive HTML, CSS, and modern JavaScript to build highly responsive user interfaces, powered by robust Python and Node.js backends. Led technical design on specialized retail and IoT projects, including a unique engagement where I worked on the design of a cotton candy display stand intended for roadside use, engineering a specialized decorated stick for physical stabilization alongside its digital inventory tracking dashboard.