"AlgoSentinel team on Alpaca AI Trading Agents Hackathon Hackathon"

Team Idea

An autonomous AI trading agent that reads financial news in real-time, scores market sentiment using an LLM, and executes options trades on Alpaca's paper trading environment — with deterministic risk gates that control position size and maximum loss at every step.

Team Members

Aishwarya Pooja

Ash_lyn

Anirban Pal

Anirban9372

Submission

AlgoSentinel

AlgoSentinel is an autonomous AI trading agent that reads live market news, scores sentiment with Google Gemini, and executes SPY options trades on Alpaca — fully automated, no human intervention needed.