James Guest

Skills

Python, C++, statistical arbitrage, pairs trading, execution systems, order management, market microstructure, energy futures, options, risk management, quantitative modeling, systematic strategy development, signal research, portfolio construction, CME operations, SQL, Linux, PyTorch, reinforcement learning, Multi Agent RL for robotics.

About

Quantitative trader at DV Trading specializing in energy futures, where I own live systematic strategies and built a custom execution engine from scratch. My background spans trading infrastructure, applied ML research, and a range of independent technical projects across robotics, medical imaging, and signal processing. I hold a dual CS and economics degree from Fordham. I work best on small teams with hard problems.