"Agent Darkroom team on Alpaca AI Trading Agents Hackathon Hackathon"

Team Idea

We’re building Dark Room, an evidence-backed options trading agent for Alpaca paper trading. The system evaluates defined-risk vertical spreads against calibrated payoff probabilities, compares forecast bands to executable market bands, and only trades when the conservative edge survives risk, costs, and quote quality. If no trade survives, it abstains.

Team Members

Ismail El Moudni

ismail406

Submission

DarkRoom — AI Quant Research Trading Agent

DarkRoom is an autonomous AI trading agent that researches markets, generates strategies, tests them against historical data, evaluates risk and executes decisions through a structured quantitative workflow.