- Developed a data analysis platform using Python and Pandas during internship at Daiwa Capital Markets. - Automated retrieval and cleaning of Hong Kong exchange data for accuracy and timeliness. Optimized performance for efficient handling of large datasets.- Implemented analytical techniques, including time series analysis and moving averages, to identify market trends and patterns. - Applied statistical methods such as correlation analysis and regression to analyze relationships between stocks and market indicators.- Created visualizations for insightful data representation and decision-making support. Designed a user-friendly interface for easy interaction, custom queries, and report generation.