nusduck/qf5214_StockAgent
Apr 2025 – Apr 2025
1 Month active
Languages Used
Jupyter NotebookPython
Technical Skills
AI IntegrationAPI IntegrationFinancial AnalysisLLMLangChainNatural Language Processing
Monsieurpatata
PROFILE
Monsieurpatata
During April 2025, Yifan developed an AI-assisted financial news scraping and market summary feature for the nusduck/qf5214_StockAgent repository. Using Python and Jupyter Notebook, Yifan implemented an end-to-end workflow that extracts news from Eastmoney.com, processes it with LangChain and Moonshot’s ChatOpenAI, and generates structured market insights. The solution leverages prompt-driven natural language processing to identify trends, related news, and stock performance, supporting faster decision-making and dashboard integration. The codebase was designed to be modular and maintainable, laying a foundation for future multi-source expansion and advanced analytics. This work demonstrated depth in AI integration and financial data engineering.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
274
Activity Months1
Your Network
77 peopleWork History
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 Monthly Summary for nusduck/qf5214_StockAgent: This month focused on delivering an AI-assisted market-insight feature by scraping financial news and generating structured summaries to support faster decision making and dashboards. The work lays the groundwork for multi-source expansion and AI-driven analytics.
2 Commits • 1 Features
Apr 1, 2025April 2025 Monthly Summary for nusduck/qf5214_StockAgent: This month focused on delivering an AI-assisted market-insight feature by scraping financial news and generating structured summaries to support faster decision making and dashboards. The work lays the groundwork for multi-source expansion and AI-driven analytics.
April 2025
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance70.0%
AI Usage90.0%
Skills & Technologies
Programming Languages
Jupyter NotebookPython
Technical Skills
AI IntegrationAPI IntegrationFinancial AnalysisLLMLangChainNatural Language ProcessingWeb Scraping
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