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
Developed an AI-assisted financial news scraping and market summary feature for the nusduck/qf5214_StockAgent repository, focusing on automating the extraction and analysis of market insights. Leveraging Python and Jupyter Notebook, the solution integrated web scraping from Eastmoney.com with natural language processing using LangChain and Moonshot’s ChatOpenAI. The workflow included data extraction, prompt-driven NLP processing, and structured output generation to highlight market trends, related news, and stock performance. The codebase was designed to be modular and maintainable, laying the foundation for future dashboard integration and multi-source analytics expansion, with an emphasis on scalable AI and API integration techniques.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
274
Activity Months1
Your Network
78 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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