Quant-of-Renmin-University/Quant_RUC
Sep 2025 – Dec 2025
4 Months active
Languages Used
Jupyter NotebookMarkdownPythonSQLPDF
Technical Skills
BeautifulSoupData AnalysisData CleaningData ProcessingDocumentationDocxTemplate
YIJIA0812
PROFILE
Yijia0812
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
18Total
Bugs
0
Commits
18
Features
6
Lines of code
19,879
Activity Months4
Your Network
83 people
Work History
December 2025
2 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for Quant_RUC (Quant-of-Renmin-University). Key features delivered: Finance Course Reporting Artifacts, including added assets and a final report PDF for the finance course to enable review and findings analysis. Major bugs fixed: None documented this month. Overall impact and accomplishments: streamlined course evaluation workflow, improved reproducibility of findings, and enhanced compliance readiness. Technologies/skills demonstrated: asset packaging, PDF/document readiness, version control discipline (Git), and repository maintenance, with emphasis on business value through improved review efficiency.
2 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for Quant_RUC (Quant-of-Renmin-University). Key features delivered: Finance Course Reporting Artifacts, including added assets and a final report PDF for the finance course to enable review and findings analysis. Major bugs fixed: None documented this month. Overall impact and accomplishments: streamlined course evaluation workflow, improved reproducibility of findings, and enhanced compliance readiness. Technologies/skills demonstrated: asset packaging, PDF/document readiness, version control discipline (Git), and repository maintenance, with emphasis on business value through improved review efficiency.
December 2025
November 2025
2 Commits • 1 Features
Nov 1, 2025November 2025: Delivered end-to-end real estate price and rent prediction feature for Quant_RUC, including data preprocessing, feature engineering, and geographic clustering (K-means). Delivered the final finance project notebook detailing data processing and modeling. Committed two assets to the repository to support ongoing pricing insights for buyers, sellers, and lenders. Demonstrated strong data engineering, ML, and version control skills with direct business value in pricing accuracy and risk assessment.
November 2025
2 Commits • 1 Features
Nov 1, 2025November 2025: Delivered end-to-end real estate price and rent prediction feature for Quant_RUC, including data preprocessing, feature engineering, and geographic clustering (K-means). Delivered the final finance project notebook detailing data processing and modeling. Committed two assets to the repository to support ongoing pricing insights for buyers, sellers, and lenders. Demonstrated strong data engineering, ML, and version control skills with direct business value in pricing accuracy and risk assessment.
October 2025
10 Commits • 3 Features
Oct 1, 2025October 2025 monthly performance focused on delivering end-to-end analytics capabilities, improving data quality, and enhancing documentation to support scalability and onboarding. Key outcomes include an end-to-end Real Estate Market Analytics Pipeline for Chongqing, automated University Ranking Data Scraping and Document Generation, and updated HW3 materials. These efforts drive business value through faster, data-driven pricing insights, standardized academic reporting, and reproducible analytics workflows. The work lays a foundation for extending similar pipelines to additional markets with minimal boilerplate.
10 Commits • 3 Features
Oct 1, 2025October 2025 monthly performance focused on delivering end-to-end analytics capabilities, improving data quality, and enhancing documentation to support scalability and onboarding. Key outcomes include an end-to-end Real Estate Market Analytics Pipeline for Chongqing, automated University Ranking Data Scraping and Document Generation, and updated HW3 materials. These efforts drive business value through faster, data-driven pricing insights, standardized academic reporting, and reproducible analytics workflows. The work lays a foundation for extending similar pipelines to additional markets with minimal boilerplate.
October 2025
September 2025
4 Commits • 1 Features
Sep 1, 2025September 2025 — Quant_RUC (Finance homework scaffolding). Delivered foundational scaffolding and assets framework for Finance coursework in Quant_RUC, enabling rapid content addition in Q4. No functional changes implemented this month; focus on structure, documentation, and repository hygiene to accelerate upcoming development and improve contributor onboarding.
September 2025
4 Commits • 1 Features
Sep 1, 2025September 2025 — Quant_RUC (Finance homework scaffolding). Delivered foundational scaffolding and assets framework for Finance coursework in Quant_RUC, enabling rapid content addition in Q4. No functional changes implemented this month; focus on structure, documentation, and repository hygiene to accelerate upcoming development and improve contributor onboarding.
Activity
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Quality Metrics
Correctness88.8%
Maintainability87.8%
Architecture88.8%
Performance85.6%
AI Usage25.6%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPDFPythonSQL
Technical Skills
BeautifulSoupData AnalysisData CleaningData ProcessingDocumentationDocxTemplateExcel ExportJupyterJupyter NotebookK-means clusteringMatplotlibNumPyPandasPythonRandom Sampling
Repositories Contributed To
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