"Team Algo team on Alpaca AI Trading Agents Hackathon Hackathon"

Team Idea

Algo- Self-Improving Autonomous Trading Agent: An autonomous multi-agent trading system that observes markets, identifies market regimes, selects strategies, critiques its own decisions, trades through Alpaca, and learns from successful and failed trades while deterministic risk controls prevent unsafe execution.

Team Members

Pradeep Surisetty

pradeep_kumar_surisetty357

Engineering Director

Submission

Algo: Self Improving Autonomous Trading Agent

Algo is a self-improving multi-agent trading system that detects market regimes, selects strategies, critiques its own decisions, executes safely through Alpaca, and learns from every trade to improve future decisions.