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, the developer built an AI-assisted financial news scraping and market summary feature for the nusduck/qf5214_StockAgent repository. Using Python and Jupyter Notebook, they implemented an end-to-end workflow that extracts news from Eastmoney.com, processes it with prompt-driven natural language processing via LangChain and Moonshot’s ChatOpenAI, and outputs structured market insights. The solution identifies trends, related news, and stock performance to support 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. The work demonstrated depth in AI integration and financial data analysis.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
274
Activity Months1
Your Network
72 people
Work 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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