nusduck/qf5214_StockAgent
Feb 2025 – Mar 2025
2 Months active
Languages Used
PythonSQL
Technical Skills
API IntegrationData AnalysisData ProcessingData TransformationDatabase DesignDatabase Management
ChengYexuan
PROFILE
Chengyexuan
Developed foundational data architecture and analytics tooling for the nusduck/qf5214_StockAgent repository, focusing on scalable storage and processing of company and stock information. Standardized database schemas with both raw and dimensional storage, mapping multilingual fields to English keys to improve data quality and downstream analytics. Expanded data tooling using Python, SQL, and Langchain, integrating akshare for automated data retrieval and analysis. Delivered a technical analysis agent that automates calculation and interpretation of stock indicators, generating comprehensive reports and reducing manual effort. Emphasized maintainable code and robust database management, laying groundwork for future enhancements and more reliable investment workflows.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
10Total
Bugs
0
Commits
10
Features
4
Lines of code
485
Activity Months2
Your Network
78 peopleWork History
March 2025
1 Commits • 1 Features
Mar 1, 2025March 2025 monthly work summary focusing on key accomplishments: Delivered the Stock Market Technical Analysis Agent and Reporting feature for nusduck/qf5214_StockAgent. Introduces a technical analysis agent with data processing functions and prompt templates to generate comprehensive stock analysis reports. Focused on business value by enabling automated indicators interpretation and scalable reporting, reducing manual analysis effort. No major bugs reported this month; next steps include refining indicators and expanding reporting options.
1 Commits • 1 Features
Mar 1, 2025March 2025 monthly work summary focusing on key accomplishments: Delivered the Stock Market Technical Analysis Agent and Reporting feature for nusduck/qf5214_StockAgent. Introduces a technical analysis agent with data processing functions and prompt templates to generate comprehensive stock analysis reports. Focused on business value by enabling automated indicators interpretation and scalable reporting, reducing manual analysis effort. No major bugs reported this month; next steps include refining indicators and expanding reporting options.
March 2025
February 2025
9 Commits • 3 Features
Feb 1, 2025February 2025: Delivered foundational data architecture and tooling for company and stock information in the Nusduck qf5214_StockAgent project, establishing scalable data storage and preparation paths for analytics and downstream processes. Highlights include standardized company information schema with raw and dimensional storage and English-key mapping, stock information storage in the stock_test database, and integrated tooling using akshare and Langchain, complemented by legacy tooling cleanup. These efforts improve data quality, accelerate analytics, and enable more reliable business insights for investment workflows.
February 2025
9 Commits • 3 Features
Feb 1, 2025February 2025: Delivered foundational data architecture and tooling for company and stock information in the Nusduck qf5214_StockAgent project, establishing scalable data storage and preparation paths for analytics and downstream processes. Highlights include standardized company information schema with raw and dimensional storage and English-key mapping, stock information storage in the stock_test database, and integrated tooling using akshare and Langchain, complemented by legacy tooling cleanup. These efforts improve data quality, accelerate analytics, and enable more reliable business insights for investment workflows.
Activity
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Quality Metrics
Correctness89.0%
Maintainability88.0%
Architecture89.0%
Performance80.0%
AI Usage26.0%
Skills & Technologies
Programming Languages
PythonSQL
Technical Skills
API IntegrationData AnalysisData ProcessingData TransformationDatabase DesignDatabase ManagementLangchainPandasPythonPython DevelopmentSQLSQL DevelopmentTechnical AnalysisTool Development
Repositories Contributed To
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