"SignalPilot team on Alpaca AI Trading Agents Hackathon Hackathon"

Team Idea

SignalPilot is an AI-powered paper-trading agent built on Alpaca. It researches market data, forms and explains trading theses, evaluates risk through deterministic guardrails, and can execute trades through Alpaca's paper-trading environment. The goal is to make autonomous trading decisions more transparent and controlled by combining AI reasoning with real-time market data, tool-based actions, and strict risk limits.

Team Members

benny Chibu

benny

Submission

SignalPilot

SignalPilot is a paper-trading dashboard that separates AI recommendations from final decisions. An LLM analyzes live Alpaca data and suggests BUY/SELL/HOLD with confidence, then a deterministic risk engine applies hard checks before any action.