"Team Scorpians team on Alpaca AI Trading Agents Hackathon Hackathon"
Team Idea
We are building an autonomous, high-performance AI trading agent that leverages AMD GPUs for rapid backtesting and real-time inference, powered by the Alpaca Trading API. Our goal is to develop a hybrid model combining Reinforcement Learning (for adaptive decision-making) with Transformer-based time-series forecasting (for market trend prediction). We aim to create a robust paper-trading bot that minimizes drawdowns while maximizing risk-adjusted returns, complete with a live dashboard for performance monitoring. Who we need: We are looking for passionate and driven teammates to complete our squad! AI/ML Engineer (1-2): Strong in Python, PyTorch/TensorFlow, and experience with time-series or RL. Front-End/UI Developer (1): To build a sleek, real-time dashboard for visualizing trades, P&L, and agent decision logs. Finance/Business Analyst (1): To help define trading strategies, risk management rules, and evaluate model performance.
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Submission
Submission draft in progress