032 - Dr Ernest Chan - The Breakthrough Uses of Machine Learning in Risk Management

In this episode of The Algorithmic Advantage, Dr. Ernest Chan discusses machine learning in quant finance. He shares his journey from physics to AI, emphasizing the importance of simple, causal models and live trading experience. Dr. Chan explores various machine learning techniques, including supervised, unsupervised, reinforcement learning, and generative AI, and highlights the significance of risk management using machine learning, particularly through his company PredictNow.ai, which analyzes trading strategies to identify profitable regimes. He also touches on alpha decay, diversification strategies, and answers listener questions about crypto trading and statistical arbitrage.