Saige Hou is a Quantitative Researcher at Northeast Securities Co., Ltd. since November 2021, with prior experience in various financial and analytical roles. Saige contributed to treasury asset allocation at CITIC Securities Company Limited for a brief period and interned in financial engineering at SWS Research Shanghai. While at NM Fintech, Saige utilized data analytics and machine learning to enhance trading strategies and performed market research for smart tourism applications. Previously, Saige worked as a trader at Medici Investment and Management Company, developing systematic trading strategies. Saige holds a Master's Degree in Analytics and Management from London Business School and a Bachelor's Degree in Mathematical Economics and Mathematical Finance from Central University of Finance and Economics. Additional academic experiences include studies in machine learning at Columbia University and research assistance at UCLA.