Guangyu Hou

I am a researcher holding a Master of Finance (Big Data & FinTech) from the University of Science and Technology of China. My work focuses on applying machine learning methods to financial markets, with particular interest in reinforcement learning for trading and NLP-driven market analysis.

Research Interests

• Reinforcement Learning in Finance — Designing adaptive trading agents using deep RL methods (PPO, Actor-Critic) for real-world market decision-making.
• Machine Learning for Financial Analytics — Applying learning algorithms to financial data for risk assessment, asset pricing, and predictive modeling.
• NLP for Financial Markets — Leveraging large language models to extract sentiment signals from financial news at scale.

Education

• M.Fin (Big Data & FinTech), University of Science and Technology of China
• B.B.A (Management Information Systems)
• B.Sc (Economic Statistics)